In [1]:
import random
import math
import numpy as np
import matplotlib.pyplot as plt
from sklearn.metrics import mean_squared_error 
from sklearn.neighbors import KNeighborsRegressor
from sklearn.linear_model import LinearRegression
import numpy as np
import pandas as pd
import sklearn
import seaborn as sns
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt
%matplotlib inline
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
In [2]:
all_data = pd.read_csv("HDFCBANK.csv")
all_data.head(5)
Out[2]:
Date Symbol Series Prev Close Open High Low Last Close VWAP Volume Turnover Trades Deliverable Volume %Deliverble
0 1/3/2000 HDFCBANK EQ 157.40 166.00 170.00 166.00 170.00 170.00 169.52 33259 5.638122e+11 NaN NaN NaN
1 1/4/2000 HDFCBANK EQ 170.00 182.00 183.45 171.00 174.00 173.80 174.99 168710 2.952261e+12 NaN NaN NaN
2 1/5/2000 HDFCBANK EQ 173.80 170.00 173.90 165.00 168.00 166.95 169.20 159820 2.704094e+12 NaN NaN NaN
3 1/6/2000 HDFCBANK EQ 166.95 168.00 170.00 165.30 168.95 168.30 168.44 85026 1.432166e+12 NaN NaN NaN
4 1/7/2000 HDFCBANK EQ 168.30 162.15 171.00 162.15 170.75 168.35 166.79 85144 1.420158e+12 NaN NaN NaN
In [3]:
all_data=all_data.drop(['Date','Trades','Deliverable Volume','%Deliverble','Symbol','Series'],axis=1)
all_data['Volume_lag_1d'] = all_data['Volume'].shift(1)
#all_data['Turnover_lag_1d'] = all_data['Volume'].shift(1)
all_data.dropna(inplace=True)
x=all_data.drop(['Close','Volume','Turnover'],axis=1)
x.head()
Out[3]:
Prev Close Open High Low Last VWAP Volume_lag_1d
1 170.00 182.00 183.45 171.00 174.00 174.99 33259.0
2 173.80 170.00 173.90 165.00 168.00 169.20 168710.0
3 166.95 168.00 170.00 165.30 168.95 168.44 159820.0
4 168.30 162.15 171.00 162.15 170.75 166.79 85026.0
5 168.35 172.90 179.50 165.00 166.30 167.79 85144.0
In [4]:
y=all_data['Close']
y.head()
Out[4]:
1    173.80
2    166.95
3    168.30
4    168.35
5    165.90
Name: Close, dtype: float64
In [5]:
import sklearn
from sklearn.preprocessing import MinMaxScaler
scld=MinMaxScaler(feature_range=(0,1))
arr_scld=scld.fit_transform(x)
x_scld=pd.DataFrame(arr_scld,columns=x.columns)
x_scld.head()
x_scld.describe()
Out[5]:
Prev Close Open High Low Last VWAP Volume_lag_1d
0 0.002747 0.008258 0.006438 0.005841 0.004583 0.005641 0.000320
1 0.004329 0.003266 0.002484 0.003338 0.002083 0.003237 0.001667
2 0.001478 0.002434 0.000869 0.003463 0.002479 0.002922 0.001579
3 0.002040 0.000000 0.001283 0.002149 0.003229 0.002237 0.000835
4 0.002060 0.004472 0.004803 0.003338 0.001375 0.002652 0.000836
Out[5]:
Prev Close Open High Low Last VWAP Volume_lag_1d
count 5305.000000 5305.000000 5305.000000 5305.000000 5305.000000 5305.000000 5305.000000
mean 0.351255 0.351720 0.352839 0.349221 0.351884 0.351009 0.020868
std 0.264615 0.264333 0.265546 0.262636 0.264866 0.263744 0.039425
min 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
25% 0.131764 0.133369 0.132090 0.132015 0.132500 0.132300 0.003030
50% 0.321179 0.323460 0.325453 0.319272 0.322167 0.322114 0.009380
75% 0.523539 0.524929 0.526662 0.518213 0.525000 0.522716 0.021086
max 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000
In [6]:
train_x,test_x,train_y,test_y=train_test_split(x_scld,y,test_size=0.20,random_state=1)
train_x.shape
test_x.shape
train_y.shape
test_y.shape
Out[6]:
(4244, 7)
Out[6]:
(1061, 7)
Out[6]:
(4244,)
Out[6]:
(1061,)
In [7]:
from sklearn.tree import DecisionTreeRegressor
model = DecisionTreeRegressor(random_state=44)
model.fit(train_x, train_y)
predicted_values=model.predict(test_x)
predicted_values
Out[7]:
DecisionTreeRegressor(random_state=44)
Out[7]:
array([1159.6 , 1792.3 , 1244.65, ...,  239.55,  941.5 ,  680.55])
In [8]:
#visualize the decision tree graph
from sklearn import tree
import graphviz
with open('tree.dot','w') as dotfile:
  tree.export_graphviz(model,out_file=dotfile,feature_names=train_x.columns,filled=True)
  dotfile.close()
In [9]:
from graphviz import Source
with open('tree.dot','r') as f:
  text=f.read()
  plot=Source(text)
  plot
Out[9]:
Tree 0 Last <= 0.424 squared_error = 404789.337 samples = 4244 value = 1008.307 1 Last <= 0.187 squared_error = 99990.492 samples = 2772 value = 617.782 0->1 True 5376 Last <= 0.661 squared_error = 150730.785 samples = 1472 value = 1743.726 0->5376 False 2 Last <= 0.094 squared_error = 17231.234 samples = 1364 value = 338.224 1->2 2621 Last <= 0.298 squared_error = 31109.434 samples = 1408 value = 888.603 1->2621 3 Last <= 0.054 squared_error = 2862.586 samples = 933 value = 257.151 2->3 1772 Last <= 0.145 squared_error = 3306.053 samples = 431 value = 513.726 2->1772 4 Last <= 0.032 squared_error = 467.756 samples = 750 value = 233.2 3->4 1419 Last <= 0.074 squared_error = 690.941 samples = 183 value = 355.311 3->1419 5 Last <= 0.022 squared_error = 180.675 samples = 484 value = 220.673 4->5 918 Last <= 0.04 squared_error = 185.051 samples = 266 value = 255.993 4->918 6 Last <= 0.015 squared_error = 135.105 samples = 146 value = 204.66 5->6 277 Last <= 0.027 squared_error = 41.761 samples = 338 value = 227.59 5->277 7 VWAP <= 0.009 squared_error = 110.925 samples = 43 value = 189.69 6->7 86 Last <= 0.02 squared_error = 12.572 samples = 103 value = 210.91 6->86 8 Low <= 0.005 squared_error = 21.539 samples = 8 value = 168.681 7->8 21 Last <= 0.013 squared_error = 7.418 samples = 35 value = 194.491 7->21 9 Volume_lag_1d <= 0.002 squared_error = 1.258 samples = 6 value = 166.158 8->9 18 Volume_lag_1d <= 0.0 squared_error = 6.003 samples = 2 value = 176.25 8->18 10 Low <= 0.003 squared_error = 0.046 samples = 4 value = 165.425 9->10 15 Low <= 0.003 squared_error = 0.456 samples = 2 value = 167.625 9->15 11 Open <= 0.005 squared_error = 0.014 samples = 3 value = 165.533 10->11 14 squared_error = 0.0 samples = 1 value = 165.1 10->14 12 squared_error = 0.0 samples = 2 value = 165.45 11->12 13 squared_error = 0.0 samples = 1 value = 165.7 11->13 16 squared_error = 0.0 samples = 1 value = 166.95 15->16 17 squared_error = 0.0 samples = 1 value = 168.3 15->17 19 squared_error = 0.0 samples = 1 value = 173.8 18->19 20 squared_error = 0.0 samples = 1 value = 178.7 18->20 22 Last <= 0.012 squared_error = 2.898 samples = 9 value = 190.789 21->22 39 Last <= 0.014 squared_error = 2.595 samples = 26 value = 195.773 21->39 23 Low <= 0.013 squared_error = 0.577 samples = 5 value = 189.36 22->23 32 Volume_lag_1d <= 0.002 squared_error = 0.056 samples = 4 value = 192.575 22->32 24 VWAP <= 0.011 squared_error = 0.276 samples = 2 value = 188.525 23->24 27 High <= 0.011 squared_error = 0.004 samples = 3 value = 189.917 23->27 25 squared_error = 0.0 samples = 1 value = 188.0 24->25 26 squared_error = -0.0 samples = 1 value = 189.05 24->26 28 Low <= 0.013 squared_error = 0.001 samples = 2 value = 189.875 27->28 31 squared_error = 0.0 samples = 1 value = 190.0 27->31 29 squared_error = 0.0 samples = 1 value = 189.85 28->29 30 squared_error = 0.0 samples = 1 value = 189.9 28->30 33 VWAP <= 0.014 squared_error = 0.012 samples = 3 value = 192.7 32->33 38 squared_error = -0.0 samples = 1 value = 192.2 32->38 34 VWAP <= 0.013 squared_error = 0.001 samples = 2 value = 192.775 33->34 37 squared_error = 0.0 samples = 1 value = 192.55 33->37 35 squared_error = 0.0 samples = 1 value = 192.75 34->35 36 squared_error = -0.0 samples = 1 value = 192.8 34->36 40 VWAP <= 0.014 squared_error = 0.739 samples = 20 value = 195.015 39->40 75 Low <= 0.017 squared_error = 0.48 samples = 6 value = 198.3 39->75 41 Open <= 0.014 squared_error = 0.263 samples = 9 value = 194.228 40->41 56 VWAP <= 0.015 squared_error = 0.206 samples = 11 value = 195.659 40->56 42 Volume_lag_1d <= 0.0 squared_error = 0.173 samples = 7 value = 194.036 41->42 55 squared_error = -0.0 samples = 2 value = 194.9 41->55 43 squared_error = 0.0 samples = 1 value = 194.75 42->43 44 VWAP <= 0.013 squared_error = 0.102 samples = 6 value = 193.917 42->44 45 Low <= 0.014 squared_error = 0.051 samples = 2 value = 194.275 44->45 48 Open <= 0.013 squared_error = 0.032 samples = 4 value = 193.738 44->48 46 squared_error = 0.0 samples = 1 value = 194.05 45->46 47 squared_error = -0.0 samples = 1 value = 194.5 45->47 49 Open <= 0.013 squared_error = 0.012 samples = 3 value = 193.65 48->49 54 squared_error = 0.0 samples = 1 value = 194.0 48->54 50 Open <= 0.012 squared_error = 0.001 samples = 2 value = 193.725 49->50 53 squared_error = 0.0 samples = 1 value = 193.5 49->53 51 squared_error = 0.0 samples = 1 value = 193.75 50->51 52 squared_error = 0.0 samples = 1 value = 193.7 50->52 57 Low <= 0.016 squared_error = 0.075 samples = 8 value = 195.425 56->57 70 Last <= 0.013 squared_error = 0.021 samples = 3 value = 196.283 56->70 58 High <= 0.012 squared_error = 0.027 samples = 6 value = 195.292 57->58 67 High <= 0.012 squared_error = 0.006 samples = 2 value = 195.825 57->67 59 squared_error = 0.0 samples = 2 value = 195.1 58->59 60 Open <= 0.015 squared_error = 0.013 samples = 4 value = 195.388 58->60 61 Volume_lag_1d <= 0.001 squared_error = 0.002 samples = 3 value = 195.45 60->61 66 squared_error = -0.0 samples = 1 value = 195.2 60->66 62 Prev Close <= 0.013 squared_error = 0.001 samples = 2 value = 195.475 61->62 65 squared_error = 0.0 samples = 1 value = 195.4 61->65 63 squared_error = 0.0 samples = 1 value = 195.5 62->63 64 squared_error = -0.0 samples = 1 value = 195.45 62->64 68 squared_error = 0.0 samples = 1 value = 195.9 67->68 69 squared_error = 0.0 samples = 1 value = 195.75 67->69 71 squared_error = 0.0 samples = 1 value = 196.1 70->71 72 Last <= 0.014 squared_error = 0.006 samples = 2 value = 196.375 70->72 73 squared_error = 0.0 samples = 1 value = 196.45 72->73 74 squared_error = 0.0 samples = 1 value = 196.3 72->74 76 Last <= 0.015 squared_error = 0.139 samples = 5 value = 198.03 75->76 85 squared_error = 0.0 samples = 1 value = 199.65 75->85 77 Low <= 0.016 squared_error = 0.051 samples = 2 value = 197.625 76->77 80 Low <= 0.016 squared_error = 0.015 samples = 3 value = 198.3 76->80 78 squared_error = 0.0 samples = 1 value = 197.85 77->78 79 squared_error = 0.0 samples = 1 value = 197.4 77->79 81 squared_error = 0.0 samples = 1 value = 198.15 80->81 82 Open <= 0.019 squared_error = 0.006 samples = 2 value = 198.375 80->82 83 squared_error = 0.0 samples = 1 value = 198.3 82->83 84 squared_error = 0.0 samples = 1 value = 198.45 82->84 87 Last <= 0.018 squared_error = 6.966 samples = 59 value = 208.533 86->87 192 VWAP <= 0.022 squared_error = 2.35 samples = 44 value = 214.098 86->192 88 Last <= 0.017 squared_error = 2.796 samples = 12 value = 203.779 87->88 111 Last <= 0.019 squared_error = 0.788 samples = 47 value = 209.747 87->111 89 Last <= 0.016 squared_error = 0.817 samples = 4 value = 201.875 88->89 96 Low <= 0.02 squared_error = 1.066 samples = 8 value = 204.731 88->96 90 Volume_lag_1d <= 0.003 squared_error = 0.25 samples = 2 value = 201.05 89->90 93 Volume_lag_1d <= 0.005 squared_error = 0.023 samples = 2 value = 202.7 89->93 91 squared_error = 0.0 samples = 1 value = 201.55 90->91 92 squared_error = 0.0 samples = 1 value = 200.55 90->92 94 squared_error = 0.0 samples = 1 value = 202.85 93->94 95 squared_error = 0.0 samples = 1 value = 202.55 93->95 97 Volume_lag_1d <= 0.0 squared_error = 0.105 samples = 6 value = 204.158 96->97 108 Volume_lag_1d <= 0.001 squared_error = 0.01 samples = 2 value = 206.45 96->108 98 squared_error = 0.0 samples = 1 value = 204.75 97->98 99 Volume_lag_1d <= 0.001 squared_error = 0.041 samples = 5 value = 204.04 97->99 100 Open <= 0.017 squared_error = 0.007 samples = 3 value = 203.883 99->100 105 Low <= 0.018 squared_error = 0.001 samples = 2 value = 204.275 99->105 101 squared_error = 0.0 samples = 1 value = 204.0 100->101 102 Open <= 0.02 squared_error = 0.001 samples = 2 value = 203.825 100->102 103 squared_error = 0.0 samples = 1 value = 203.8 102->103 104 squared_error = 0.0 samples = 1 value = 203.85 102->104 106 squared_error = 0.0 samples = 1 value = 204.25 105->106 107 squared_error = 0.0 samples = 1 value = 204.3 105->107 109 squared_error = 0.0 samples = 1 value = 206.55 108->109 110 squared_error = 0.0 samples = 1 value = 206.35 108->110 112 Open <= 0.02 squared_error = 0.248 samples = 7 value = 208.079 111->112 123 Last <= 0.02 squared_error = 0.31 samples = 40 value = 210.039 111->123 113 Last <= 0.019 squared_error = 0.122 samples = 6 value = 208.233 112->113 122 squared_error = -0.0 samples = 1 value = 207.15 112->122 114 Prev Close <= 0.019 squared_error = 0.023 samples = 5 value = 208.09 113->114 121 squared_error = -0.0 samples = 1 value = 208.95 113->121 115 Volume_lag_1d <= 0.0 squared_error = 0.001 samples = 3 value = 207.967 114->115 118 VWAP <= 0.02 squared_error = 0.001 samples = 2 value = 208.275 114->118 116 squared_error = 0.0 samples = 1 value = 208.0 115->116 117 squared_error = -0.0 samples = 2 value = 207.95 115->117 119 squared_error = 0.0 samples = 1 value = 208.25 118->119 120 squared_error = 0.0 samples = 1 value = 208.3 118->120 124 Last <= 0.019 squared_error = 0.156 samples = 31 value = 209.84 123->124 175 Low <= 0.022 squared_error = 0.238 samples = 9 value = 210.722 123->175 125 Volume_lag_1d <= 0.001 squared_error = 0.071 samples = 6 value = 209.375 124->125 134 Volume_lag_1d <= 0.002 squared_error = 0.112 samples = 25 value = 209.952 124->134 126 Volume_lag_1d <= 0.001 squared_error = 0.031 samples = 5 value = 209.28 125->126 133 squared_error = 0.0 samples = 1 value = 209.85 125->133 127 Last <= 0.019 squared_error = 0.006 samples = 2 value = 209.475 126->127 130 Low <= 0.022 squared_error = 0.005 samples = 3 value = 209.15 126->130 128 squared_error = 0.0 samples = 1 value = 209.55 127->128 129 squared_error = -0.0 samples = 1 value = 209.4 127->129 131 squared_error = -0.0 samples = 2 value = 209.1 130->131 132 squared_error = 0.0 samples = 1 value = 209.25 130->132 135 Low <= 0.021 squared_error = 0.094 samples = 22 value = 210.014 134->135 170 Prev Close <= 0.023 squared_error = 0.015 samples = 3 value = 209.5 134->170 136 squared_error = 0.0 samples = 1 value = 210.7 135->136 137 Volume_lag_1d <= 0.001 squared_error = 0.075 samples = 21 value = 209.981 135->137 138 Volume_lag_1d <= 0.0 squared_error = 0.036 samples = 18 value = 209.919 137->138 165 High <= 0.019 squared_error = 0.152 samples = 3 value = 210.35 137->165 139 Volume_lag_1d <= 0.0 squared_error = 0.021 samples = 7 value = 210.071 138->139 148 Low <= 0.021 squared_error = 0.021 samples = 11 value = 209.823 138->148 140 Last <= 0.02 squared_error = 0.005 samples = 5 value = 209.99 139->140 145 Prev Close <= 0.019 squared_error = 0.001 samples = 2 value = 210.275 139->145 141 squared_error = 0.0 samples = 1 value = 209.85 140->141 142 Open <= 0.02 squared_error = 0.001 samples = 4 value = 210.025 140->142 143 squared_error = 0.0 samples = 2 value = 210.05 142->143 144 squared_error = 0.0 samples = 2 value = 210.0 142->144 146 squared_error = 0.0 samples = 1 value = 210.3 145->146 147 squared_error = -0.0 samples = 1 value = 210.25 145->147 149 squared_error = 0.0 samples = 1 value = 209.5 148->149 150 High <= 0.018 squared_error = 0.012 samples = 10 value = 209.855 148->150 151 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 6 value = 209.917 150->151 160 VWAP <= 0.02 squared_error = 0.007 samples = 4 value = 209.762 150->160 152 Open <= 0.02 squared_error = 0.003 samples = 5 value = 209.94 151->152 159 squared_error = 0.0 samples = 1 value = 209.8 151->159 153 squared_error = 0.0 samples = 2 value = 210.0 152->153 154 Low <= 0.022 squared_error = 0.002 samples = 3 value = 209.9 152->154 155 Volume_lag_1d <= 0.0 squared_error = 0.001 samples = 2 value = 209.875 154->155 158 squared_error = 0.0 samples = 1 value = 209.95 154->158 156 squared_error = 0.0 samples = 1 value = 209.85 155->156 157 squared_error = 0.0 samples = 1 value = 209.9 155->157 161 Last <= 0.02 squared_error = 0.001 samples = 3 value = 209.717 160->161 164 squared_error = 0.0 samples = 1 value = 209.9 160->164 162 squared_error = 0.0 samples = 1 value = 209.75 161->162 163 squared_error = 0.0 samples = 2 value = 209.7 161->163 166 Prev Close <= 0.019 squared_error = 0.04 samples = 2 value = 210.1 165->166 169 squared_error = -0.0 samples = 1 value = 210.85 165->169 167 squared_error = 0.0 samples = 1 value = 209.9 166->167 168 squared_error = -0.0 samples = 1 value = 210.3 166->168 171 Open <= 0.019 squared_error = 0.006 samples = 2 value = 209.575 170->171 174 squared_error = 0.0 samples = 1 value = 209.35 170->174 172 squared_error = 0.0 samples = 1 value = 209.5 171->172 173 squared_error = 0.0 samples = 1 value = 209.65 171->173 176 Open <= 0.02 squared_error = 0.121 samples = 3 value = 210.167 175->176 181 VWAP <= 0.02 squared_error = 0.066 samples = 6 value = 211.0 175->181 177 squared_error = 0.0 samples = 1 value = 210.6 176->177 178 High <= 0.019 squared_error = 0.04 samples = 2 value = 209.95 176->178 179 squared_error = 0.0 samples = 1 value = 210.15 178->179 180 squared_error = 0.0 samples = 1 value = 209.75 178->180 182 squared_error = 0.0 samples = 1 value = 211.5 181->182 183 Low <= 0.022 squared_error = 0.019 samples = 5 value = 210.9 181->183 184 Low <= 0.022 squared_error = 0.004 samples = 4 value = 210.962 183->184 191 squared_error = 0.0 samples = 1 value = 210.65 183->191 185 Prev Close <= 0.02 squared_error = 0.001 samples = 2 value = 211.025 184->185 188 Volume_lag_1d <= 0.001 squared_error = 0.0 samples = 2 value = 210.9 184->188 186 squared_error = 0.0 samples = 1 value = 211.0 185->186 187 squared_error = 0.0 samples = 1 value = 211.05 185->187 189 squared_error = 0.0 samples = 1 value = 210.9 188->189 190 squared_error = 0.0 samples = 1 value = 210.9 188->190 193 Last <= 0.022 squared_error = 1.723 samples = 23 value = 213.157 192->193 238 Low <= 0.023 squared_error = 1.004 samples = 21 value = 215.129 192->238 194 High <= 0.019 squared_error = 1.2 samples = 22 value = 213.318 193->194 237 squared_error = -0.0 samples = 1 value = 209.6 193->237 195 High <= 0.018 squared_error = 0.377 samples = 9 value = 212.244 194->195 212 Last <= 0.022 squared_error = 0.419 samples = 13 value = 214.062 194->212 196 Volume_lag_1d <= 0.001 squared_error = 0.076 samples = 2 value = 211.275 195->196 199 Open <= 0.02 squared_error = 0.118 samples = 7 value = 212.521 195->199 197 squared_error = 0.0 samples = 1 value = 211.55 196->197 198 squared_error = -0.0 samples = 1 value = 211.0 196->198 200 High <= 0.019 squared_error = 0.012 samples = 3 value = 212.75 199->200 205 Open <= 0.021 squared_error = 0.129 samples = 4 value = 212.35 199->205 201 squared_error = 0.0 samples = 1 value = 212.6 200->201 202 VWAP <= 0.021 squared_error = 0.001 samples = 2 value = 212.825 200->202 203 squared_error = 0.0 samples = 1 value = 212.8 202->203 204 squared_error = 0.0 samples = 1 value = 212.85 202->204 206 Volume_lag_1d <= 0.001 squared_error = 0.01 samples = 2 value = 212.0 205->206 209 Low <= 0.023 squared_error = 0.003 samples = 2 value = 212.7 205->209 207 squared_error = 0.0 samples = 1 value = 211.9 206->207 208 squared_error = -0.0 samples = 1 value = 212.1 206->208 210 squared_error = 0.0 samples = 1 value = 212.75 209->210 211 squared_error = 0.0 samples = 1 value = 212.65 209->211 213 VWAP <= 0.022 squared_error = 0.314 samples = 10 value = 213.835 212->213 232 Volume_lag_1d <= 0.002 squared_error = 0.029 samples = 3 value = 214.817 212->232 214 Prev Close <= 0.019 squared_error = 0.215 samples = 5 value = 214.23 213->214 223 Volume_lag_1d <= 0.002 squared_error = 0.101 samples = 5 value = 213.44 213->223 215 squared_error = 0.0 samples = 1 value = 213.45 214->215 216 Low <= 0.022 squared_error = 0.078 samples = 4 value = 214.425 214->216 217 Volume_lag_1d <= 0.0 squared_error = 0.024 samples = 3 value = 214.283 216->217 222 squared_error = -0.0 samples = 1 value = 214.85 216->222 218 squared_error = 0.0 samples = 1 value = 214.5 217->218 219 VWAP <= 0.021 squared_error = 0.001 samples = 2 value = 214.175 217->219 220 squared_error = 0.0 samples = 1 value = 214.15 219->220 221 squared_error = -0.0 samples = 1 value = 214.2 219->221 224 Volume_lag_1d <= 0.001 squared_error = 0.052 samples = 4 value = 213.562 223->224 231 squared_error = -0.0 samples = 1 value = 212.95 223->231 225 VWAP <= 0.022 squared_error = 0.002 samples = 3 value = 213.433 224->225 230 squared_error = -0.0 samples = 1 value = 213.95 224->230 226 VWAP <= 0.022 squared_error = 0.0 samples = 2 value = 213.4 225->226 229 squared_error = -0.0 samples = 1 value = 213.5 225->229 227 squared_error = 0.0 samples = 1 value = 213.4 226->227 228 squared_error = 0.0 samples = 1 value = 213.4 226->228 233 Low <= 0.021 squared_error = 0.002 samples = 2 value = 214.7 232->233 236 squared_error = 0.0 samples = 1 value = 215.05 232->236 234 squared_error = 0.0 samples = 1 value = 214.65 233->234 235 squared_error = 0.0 samples = 1 value = 214.75 233->235 239 Volume_lag_1d <= 0.002 squared_error = 0.715 samples = 8 value = 216.031 238->239 254 Low <= 0.024 squared_error = 0.372 samples = 13 value = 214.573 238->254 240 High <= 0.021 squared_error = 0.277 samples = 7 value = 215.771 239->240 253 squared_error = -0.0 samples = 1 value = 217.85 239->253 241 Volume_lag_1d <= 0.001 squared_error = 0.158 samples = 5 value = 215.52 240->241 250 High <= 0.022 squared_error = 0.023 samples = 2 value = 216.4 240->250 242 Last <= 0.022 squared_error = 0.056 samples = 3 value = 215.783 241->242 247 Last <= 0.022 squared_error = 0.051 samples = 2 value = 215.125 241->247 243 Volume_lag_1d <= 0.0 squared_error = 0.0 samples = 2 value = 215.95 242->243 246 squared_error = -0.0 samples = 1 value = 215.45 242->246 244 squared_error = 0.0 samples = 1 value = 215.95 243->244 245 squared_error = 0.0 samples = 1 value = 215.95 243->245 248 squared_error = 0.0 samples = 1 value = 214.9 247->248 249 squared_error = 0.0 samples = 1 value = 215.35 247->249 251 squared_error = 0.0 samples = 1 value = 216.25 250->251 252 squared_error = -0.0 samples = 1 value = 216.55 250->252 255 Last <= 0.021 squared_error = 0.177 samples = 8 value = 214.194 254->255 268 Low <= 0.024 squared_error = 0.086 samples = 5 value = 215.18 254->268 256 squared_error = 0.0 samples = 1 value = 213.3 255->256 257 High <= 0.021 squared_error = 0.072 samples = 7 value = 214.321 255->257 258 Volume_lag_1d <= 0.0 squared_error = 0.04 samples = 6 value = 214.242 257->258 267 squared_error = 0.0 samples = 1 value = 214.8 257->267 259 squared_error = 0.0 samples = 1 value = 214.6 258->259 260 Volume_lag_1d <= 0.001 squared_error = 0.017 samples = 5 value = 214.17 258->260 261 squared_error = 0.0 samples = 1 value = 213.95 260->261 262 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 4 value = 214.225 260->262 263 squared_error = 0.0 samples = 1 value = 214.35 262->263 264 Low <= 0.023 squared_error = 0.001 samples = 3 value = 214.183 262->264 265 squared_error = 0.0 samples = 1 value = 214.15 264->265 266 squared_error = -0.0 samples = 2 value = 214.2 264->266 269 Prev Close <= 0.022 squared_error = 0.007 samples = 3 value = 214.95 268->269 274 Prev Close <= 0.022 squared_error = 0.006 samples = 2 value = 215.525 268->274 270 squared_error = 0.0 samples = 1 value = 214.85 269->270 271 Low <= 0.024 squared_error = 0.003 samples = 2 value = 215.0 269->271 272 squared_error = 0.0 samples = 1 value = 215.05 271->272 273 squared_error = 0.0 samples = 1 value = 214.95 271->273 275 squared_error = 0.0 samples = 1 value = 215.6 274->275 276 squared_error = 0.0 samples = 1 value = 215.45 274->276 278 Last <= 0.025 squared_error = 10.467 samples = 175 value = 222.138 277->278 609 VWAP <= 0.029 squared_error = 9.191 samples = 163 value = 233.443 277->609 279 Last <= 0.023 squared_error = 2.764 samples = 83 value = 219.26 278->279 438 Last <= 0.025 squared_error = 3.198 samples = 92 value = 224.735 278->438 280 Low <= 0.024 squared_error = 1.305 samples = 44 value = 218.09 279->280 363 Last <= 0.024 squared_error = 1.124 samples = 39 value = 220.579 279->363 281 VWAP <= 0.023 squared_error = 0.553 samples = 17 value = 217.194 280->281 310 VWAP <= 0.024 squared_error = 0.955 samples = 27 value = 218.654 280->310 282 Low <= 0.022 squared_error = 0.261 samples = 5 value = 216.5 281->282 291 Open <= 0.023 squared_error = 0.39 samples = 12 value = 217.483 281->291 283 Low <= 0.021 squared_error = 0.125 samples = 3 value = 216.85 282->283 288 Open <= 0.021 squared_error = 0.006 samples = 2 value = 215.975 282->288 284 VWAP <= 0.021 squared_error = 0.0 samples = 2 value = 216.6 283->284 287 squared_error = -0.0 samples = 1 value = 217.35 283->287 285 squared_error = 0.0 samples = 1 value = 216.6 284->285 286 squared_error = 0.0 samples = 1 value = 216.6 284->286 289 squared_error = 0.0 samples = 1 value = 215.9 288->289 290 squared_error = -0.0 samples = 1 value = 216.05 288->290 292 Last <= 0.023 squared_error = 0.259 samples = 8 value = 217.812 291->292 303 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 4 value = 216.825 291->303 293 squared_error = 0.0 samples = 2 value = 217.1 292->293 294 VWAP <= 0.023 squared_error = 0.119 samples = 6 value = 218.05 292->294 295 squared_error = 0.0 samples = 1 value = 218.6 294->295 296 Volume_lag_1d <= 0.0 squared_error = 0.07 samples = 5 value = 217.94 294->296 297 squared_error = 0.0 samples = 1 value = 218.35 296->297 298 Volume_lag_1d <= 0.002 squared_error = 0.035 samples = 4 value = 217.838 296->298 299 VWAP <= 0.023 squared_error = 0.027 samples = 3 value = 217.767 298->299 302 squared_error = -0.0 samples = 1 value = 218.05 298->302 300 squared_error = 0.0 samples = 1 value = 218.0 299->300 301 squared_error = 0.0 samples = 2 value = 217.65 299->301 304 squared_error = 0.0 samples = 1 value = 216.9 303->304 305 Volume_lag_1d <= 0.001 squared_error = 0.002 samples = 3 value = 216.8 303->305 306 VWAP <= 0.025 squared_error = 0.001 samples = 2 value = 216.775 305->306 309 squared_error = -0.0 samples = 1 value = 216.85 305->309 307 squared_error = 0.0 samples = 1 value = 216.75 306->307 308 squared_error = 0.0 samples = 1 value = 216.8 306->308 311 Last <= 0.023 squared_error = 0.15 samples = 14 value = 218.111 310->311 338 Volume_lag_1d <= 0.002 squared_error = 1.162 samples = 13 value = 219.238 310->338 312 VWAP <= 0.023 squared_error = 0.091 samples = 3 value = 217.567 311->312 317 High <= 0.022 squared_error = 0.064 samples = 11 value = 218.259 311->317 313 VWAP <= 0.023 squared_error = 0.006 samples = 2 value = 217.775 312->313 316 squared_error = -0.0 samples = 1 value = 217.15 312->316 314 squared_error = 0.0 samples = 1 value = 217.7 313->314 315 squared_error = 0.0 samples = 1 value = 217.85 313->315 318 High <= 0.022 squared_error = 0.042 samples = 10 value = 218.31 317->318 337 squared_error = -0.0 samples = 1 value = 217.75 317->337 319 Prev Close <= 0.023 squared_error = 0.02 samples = 3 value = 218.1 318->319 324 Last <= 0.023 squared_error = 0.024 samples = 7 value = 218.4 318->324 320 Open <= 0.023 squared_error = 0.0 samples = 2 value = 218.0 319->320 323 squared_error = 0.0 samples = 1 value = 218.3 319->323 321 squared_error = 0.0 samples = 1 value = 218.0 320->321 322 squared_error = 0.0 samples = 1 value = 218.0 320->322 325 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 5 value = 218.31 324->325 334 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 2 value = 218.625 324->334 326 Last <= 0.023 squared_error = 0.001 samples = 2 value = 218.375 325->326 329 Last <= 0.023 squared_error = 0.001 samples = 3 value = 218.267 325->329 327 squared_error = 0.0 samples = 1 value = 218.4 326->327 328 squared_error = 0.0 samples = 1 value = 218.35 326->328 330 squared_error = 0.0 samples = 1 value = 218.3 329->330 331 Volume_lag_1d <= 0.002 squared_error = 0.0 samples = 2 value = 218.25 329->331 332 squared_error = 0.0 samples = 1 value = 218.25 331->332 333 squared_error = 0.0 samples = 1 value = 218.25 331->333 335 squared_error = 0.0 samples = 1 value = 218.7 334->335 336 squared_error = 0.0 samples = 1 value = 218.55 334->336 339 High <= 0.024 squared_error = 0.449 samples = 11 value = 218.909 338->339 360 Low <= 0.025 squared_error = 1.21 samples = 2 value = 221.05 338->360 340 Volume_lag_1d <= 0.001 squared_error = 0.131 samples = 9 value = 219.183 339->340 357 Open <= 0.029 squared_error = 0.016 samples = 2 value = 217.675 339->357 341 Volume_lag_1d <= 0.001 squared_error = 0.102 samples = 8 value = 219.112 340->341 356 squared_error = 0.0 samples = 1 value = 219.75 340->356 342 VWAP <= 0.024 squared_error = 0.051 samples = 5 value = 219.26 341->342 351 VWAP <= 0.024 squared_error = 0.091 samples = 3 value = 218.867 341->351 343 Volume_lag_1d <= 0.0 squared_error = 0.02 samples = 3 value = 219.1 342->343 348 Open <= 0.024 squared_error = 0.003 samples = 2 value = 219.5 342->348 344 squared_error = 0.0 samples = 1 value = 219.0 343->344 345 VWAP <= 0.024 squared_error = 0.023 samples = 2 value = 219.15 343->345 346 squared_error = 0.0 samples = 1 value = 219.3 345->346 347 squared_error = 0.0 samples = 1 value = 219.0 345->347 349 squared_error = 0.0 samples = 1 value = 219.45 348->349 350 squared_error = 0.0 samples = 1 value = 219.55 348->350 352 squared_error = 0.0 samples = 1 value = 218.45 351->352 353 VWAP <= 0.024 squared_error = 0.006 samples = 2 value = 219.075 351->353 354 squared_error = 0.0 samples = 1 value = 219.15 353->354 355 squared_error = 0.0 samples = 1 value = 219.0 353->355 358 squared_error = 0.0 samples = 1 value = 217.8 357->358 359 squared_error = -0.0 samples = 1 value = 217.55 357->359 361 squared_error = 0.0 samples = 1 value = 222.15 360->361 362 squared_error = -0.0 samples = 1 value = 219.95 360->362 364 Low <= 0.026 squared_error = 0.609 samples = 25 value = 220.068 363->364 411 High <= 0.023 squared_error = 0.743 samples = 14 value = 221.493 363->411 365 Prev Close <= 0.022 squared_error = 0.224 samples = 21 value = 219.836 364->365 404 High <= 0.024 squared_error = 0.86 samples = 4 value = 221.288 364->404 366 squared_error = 0.0 samples = 1 value = 220.85 365->366 367 Volume_lag_1d <= 0.001 squared_error = 0.181 samples = 20 value = 219.785 365->367 368 Last <= 0.024 squared_error = 0.083 samples = 9 value = 220.022 367->368 385 Low <= 0.025 squared_error = 0.177 samples = 11 value = 219.591 367->385 369 Last <= 0.024 squared_error = 0.029 samples = 3 value = 219.733 368->369 374 Prev Close <= 0.024 squared_error = 0.047 samples = 6 value = 220.167 368->374 370 squared_error = 0.0 samples = 1 value = 219.5 369->370 371 VWAP <= 0.024 squared_error = 0.003 samples = 2 value = 219.85 369->371 372 squared_error = 0.0 samples = 1 value = 219.8 371->372 373 squared_error = -0.0 samples = 1 value = 219.9 371->373 375 High <= 0.023 squared_error = 0.042 samples = 3 value = 220.317 374->375 380 Volume_lag_1d <= 0.0 squared_error = 0.007 samples = 3 value = 220.017 374->380 376 High <= 0.022 squared_error = 0.01 samples = 2 value = 220.45 375->376 379 squared_error = -0.0 samples = 1 value = 220.05 375->379 377 squared_error = 0.0 samples = 1 value = 220.35 376->377 378 squared_error = 0.0 samples = 1 value = 220.55 376->378 381 squared_error = 0.0 samples = 1 value = 219.9 380->381 382 High <= 0.024 squared_error = 0.001 samples = 2 value = 220.075 380->382 383 squared_error = 0.0 samples = 1 value = 220.1 382->383 384 squared_error = 0.0 samples = 1 value = 220.05 382->384 386 Last <= 0.024 squared_error = 0.106 samples = 2 value = 220.125 385->386 389 Low <= 0.026 squared_error = 0.116 samples = 9 value = 219.472 385->389 387 squared_error = 0.0 samples = 1 value = 219.8 386->387 388 squared_error = -0.0 samples = 1 value = 220.45 386->388 390 Volume_lag_1d <= 0.002 squared_error = 0.078 samples = 5 value = 219.24 389->390 399 VWAP <= 0.024 squared_error = 0.01 samples = 4 value = 219.763 389->399 391 VWAP <= 0.024 squared_error = 0.017 samples = 3 value = 219.033 390->391 396 Open <= 0.025 squared_error = 0.01 samples = 2 value = 219.55 390->396 392 High <= 0.022 squared_error = 0.001 samples = 2 value = 219.125 391->392 395 squared_error = -0.0 samples = 1 value = 218.85 391->395 393 squared_error = 0.0 samples = 1 value = 219.1 392->393 394 squared_error = 0.0 samples = 1 value = 219.15 392->394 397 squared_error = 0.0 samples = 1 value = 219.65 396->397 398 squared_error = -0.0 samples = 1 value = 219.45 396->398 400 squared_error = 0.0 samples = 1 value = 219.6 399->400 401 Open <= 0.027 squared_error = 0.002 samples = 3 value = 219.817 399->401 402 squared_error = -0.0 samples = 2 value = 219.85 401->402 403 squared_error = -0.0 samples = 1 value = 219.75 401->403 405 Open <= 0.026 squared_error = 0.261 samples = 3 value = 220.817 404->405 410 squared_error = 0.0 samples = 1 value = 222.7 404->410 406 Low <= 0.026 squared_error = 0.006 samples = 2 value = 221.175 405->406 409 squared_error = 0.0 samples = 1 value = 220.1 405->409 407 squared_error = 0.0 samples = 1 value = 221.25 406->407 408 squared_error = -0.0 samples = 1 value = 221.1 406->408 412 VWAP <= 0.024 squared_error = 0.227 samples = 5 value = 220.75 411->412 421 VWAP <= 0.028 squared_error = 0.552 samples = 9 value = 221.906 411->421 413 Prev Close <= 0.022 squared_error = 0.076 samples = 2 value = 220.225 412->413 416 VWAP <= 0.024 squared_error = 0.022 samples = 3 value = 221.1 412->416 414 squared_error = 0.0 samples = 1 value = 219.95 413->414 415 squared_error = 0.0 samples = 1 value = 220.5 413->415 417 squared_error = 0.0 samples = 1 value = 220.9 416->417 418 Prev Close <= 0.024 squared_error = 0.003 samples = 2 value = 221.2 416->418 419 squared_error = 0.0 samples = 1 value = 221.15 418->419 420 squared_error = 0.0 samples = 1 value = 221.25 418->420 422 High <= 0.024 squared_error = 0.386 samples = 8 value = 221.744 421->422 437 squared_error = -0.0 samples = 1 value = 223.2 421->437 423 Open <= 0.024 squared_error = 0.147 samples = 5 value = 222.13 422->423 432 VWAP <= 0.025 squared_error = 0.122 samples = 3 value = 221.1 422->432 424 Prev Close <= 0.023 squared_error = 0.01 samples = 2 value = 222.55 423->424 427 Open <= 0.026 squared_error = 0.042 samples = 3 value = 221.85 423->427 425 squared_error = 0.0 samples = 1 value = 222.65 424->425 426 squared_error = -0.0 samples = 1 value = 222.45 424->426 428 High <= 0.023 squared_error = 0.016 samples = 2 value = 221.725 427->428 431 squared_error = -0.0 samples = 1 value = 222.1 427->431 429 squared_error = 0.0 samples = 1 value = 221.85 428->429 430 squared_error = 0.0 samples = 1 value = 221.6 428->430 433 squared_error = 0.0 samples = 1 value = 220.65 432->433 434 Volume_lag_1d <= 0.001 squared_error = 0.031 samples = 2 value = 221.325 432->434 435 squared_error = 0.0 samples = 1 value = 221.5 434->435 436 squared_error = 0.0 samples = 1 value = 221.15 434->436 439 Volume_lag_1d <= 0.002 squared_error = 1.176 samples = 28 value = 222.809 438->439 492 Last <= 0.026 squared_error = 1.751 samples = 64 value = 225.577 438->492 440 Low <= 0.027 squared_error = 0.987 samples = 24 value = 222.581 439->440 485 Last <= 0.025 squared_error = 0.131 samples = 4 value = 224.175 439->485 441 Volume_lag_1d <= 0.0 squared_error = 0.791 samples = 19 value = 222.295 440->441 478 Volume_lag_1d <= 0.001 squared_error = 0.233 samples = 5 value = 223.67 440->478 442 VWAP <= 0.023 squared_error = 0.003 samples = 2 value = 220.75 441->442 445 Prev Close <= 0.026 squared_error = 0.57 samples = 17 value = 222.476 441->445 443 squared_error = 0.0 samples = 1 value = 220.8 442->443 444 squared_error = 0.0 samples = 1 value = 220.7 442->444 446 Prev Close <= 0.025 squared_error = 0.438 samples = 14 value = 222.682 445->446 473 VWAP <= 0.028 squared_error = 0.069 samples = 3 value = 221.517 445->473 447 Volume_lag_1d <= 0.001 squared_error = 0.24 samples = 10 value = 222.435 446->447 466 High <= 0.024 squared_error = 0.399 samples = 4 value = 223.3 446->466 448 squared_error = 0.0 samples = 1 value = 223.7 447->448 449 Last <= 0.025 squared_error = 0.069 samples = 9 value = 222.294 447->449 450 High <= 0.024 squared_error = 0.006 samples = 2 value = 222.675 449->450 453 Last <= 0.025 squared_error = 0.034 samples = 7 value = 222.186 449->453 451 squared_error = 0.0 samples = 1 value = 222.6 450->451 452 squared_error = -0.0 samples = 1 value = 222.75 450->452 454 High <= 0.023 squared_error = 0.013 samples = 5 value = 222.09 453->454 463 Low <= 0.026 squared_error = 0.006 samples = 2 value = 222.425 453->463 455 squared_error = 0.0 samples = 1 value = 221.9 454->455 456 Low <= 0.027 squared_error = 0.005 samples = 4 value = 222.138 454->456 457 Open <= 0.028 squared_error = 0.002 samples = 3 value = 222.1 456->457 462 squared_error = 0.0 samples = 1 value = 222.25 456->462 458 High <= 0.023 squared_error = 0.001 samples = 2 value = 222.125 457->458 461 squared_error = 0.0 samples = 1 value = 222.05 457->461 459 squared_error = 0.0 samples = 1 value = 222.15 458->459 460 squared_error = 0.0 samples = 1 value = 222.1 458->460 464 squared_error = 0.0 samples = 1 value = 222.5 463->464 465 squared_error = -0.0 samples = 1 value = 222.35 463->465 467 squared_error = 0.0 samples = 1 value = 222.3 466->467 468 VWAP <= 0.026 squared_error = 0.087 samples = 3 value = 223.633 466->468 469 VWAP <= 0.025 squared_error = 0.001 samples = 2 value = 223.425 468->469 472 squared_error = -0.0 samples = 1 value = 224.05 468->472 470 squared_error = 0.0 samples = 1 value = 223.4 469->470 471 squared_error = -0.0 samples = 1 value = 223.45 469->471 474 Last <= 0.025 squared_error = 0.003 samples = 2 value = 221.7 473->474 477 squared_error = 0.0 samples = 1 value = 221.15 473->477 475 squared_error = 0.0 samples = 1 value = 221.75 474->475 476 squared_error = 0.0 samples = 1 value = 221.65 474->476 479 Open <= 0.026 squared_error = 0.02 samples = 3 value = 224.05 478->479 482 High <= 0.024 squared_error = 0.01 samples = 2 value = 223.1 478->482 480 squared_error = 0.0 samples = 1 value = 224.25 479->480 481 squared_error = 0.0 samples = 2 value = 223.95 479->481 483 squared_error = 0.0 samples = 1 value = 223.2 482->483 484 squared_error = -0.0 samples = 1 value = 223.0 482->484 486 Last <= 0.025 squared_error = 0.001 samples = 2 value = 224.525 485->486 489 Last <= 0.025 squared_error = 0.016 samples = 2 value = 223.825 485->489 487 squared_error = 0.0 samples = 1 value = 224.55 486->487 488 squared_error = 0.0 samples = 1 value = 224.5 486->488 490 squared_error = 0.0 samples = 1 value = 223.95 489->490 491 squared_error = -0.0 samples = 1 value = 223.7 489->491 493 VWAP <= 0.027 squared_error = 0.929 samples = 45 value = 224.947 492->493 576 Prev Close <= 0.026 squared_error = 0.524 samples = 19 value = 227.071 492->576 494 VWAP <= 0.026 squared_error = 0.564 samples = 40 value = 224.735 493->494 567 Last <= 0.026 squared_error = 0.619 samples = 5 value = 226.64 493->567 495 High <= 0.024 squared_error = 0.834 samples = 8 value = 223.762 494->495 510 VWAP <= 0.026 squared_error = 0.201 samples = 32 value = 224.978 494->510 496 Prev Close <= 0.026 squared_error = 0.226 samples = 2 value = 222.675 495->496 499 Volume_lag_1d <= 0.001 squared_error = 0.511 samples = 6 value = 224.125 495->499 497 squared_error = 0.0 samples = 1 value = 222.2 496->497 498 squared_error = -0.0 samples = 1 value = 223.15 496->498 500 Open <= 0.026 squared_error = 0.023 samples = 4 value = 223.812 499->500 507 VWAP <= 0.025 squared_error = 0.902 samples = 2 value = 224.75 499->507 501 Low <= 0.025 squared_error = 0.006 samples = 2 value = 223.675 500->501 504 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 2 value = 223.95 500->504 502 squared_error = 0.0 samples = 1 value = 223.6 501->502 503 squared_error = -0.0 samples = 1 value = 223.75 501->503 505 squared_error = 0.0 samples = 1 value = 223.9 504->505 506 squared_error = 0.0 samples = 1 value = 224.0 504->506 508 squared_error = 0.0 samples = 1 value = 225.7 507->508 509 squared_error = -0.0 samples = 1 value = 223.8 507->509 511 VWAP <= 0.026 squared_error = 0.084 samples = 18 value = 224.769 510->511 542 Prev Close <= 0.025 squared_error = 0.223 samples = 14 value = 225.246 510->542 512 VWAP <= 0.026 squared_error = 0.01 samples = 2 value = 225.3 511->512 515 Open <= 0.026 squared_error = 0.054 samples = 16 value = 224.703 511->515 513 squared_error = 0.0 samples = 1 value = 225.4 512->513 514 squared_error = -0.0 samples = 1 value = 225.2 512->514 516 squared_error = 0.0 samples = 2 value = 224.25 515->516 517 Volume_lag_1d <= 0.001 squared_error = 0.028 samples = 14 value = 224.768 515->517 518 VWAP <= 0.026 squared_error = 0.016 samples = 6 value = 224.883 517->518 529 Volume_lag_1d <= 0.001 squared_error = 0.021 samples = 8 value = 224.681 517->529 519 VWAP <= 0.026 squared_error = 0.002 samples = 3 value = 225.0 518->519 524 Last <= 0.026 squared_error = 0.002 samples = 3 value = 224.767 518->524 520 squared_error = 0.0 samples = 1 value = 225.05 519->520 521 Open <= 0.026 squared_error = 0.001 samples = 2 value = 224.975 519->521 522 squared_error = 0.0 samples = 1 value = 225.0 521->522 523 squared_error = 0.0 samples = 1 value = 224.95 521->523 525 squared_error = 0.0 samples = 1 value = 224.7 524->525 526 Low <= 0.028 squared_error = 0.0 samples = 2 value = 224.8 524->526 527 squared_error = 0.0 samples = 1 value = 224.8 526->527 528 squared_error = 0.0 samples = 1 value = 224.8 526->528 530 squared_error = 0.0 samples = 1 value = 224.35 529->530 531 Open <= 0.026 squared_error = 0.006 samples = 7 value = 224.729 529->531 532 High <= 0.025 squared_error = 0.004 samples = 3 value = 224.667 531->532 537 VWAP <= 0.026 squared_error = 0.002 samples = 4 value = 224.775 531->537 533 Low <= 0.027 squared_error = 0.001 samples = 2 value = 224.625 532->533 536 squared_error = 0.0 samples = 1 value = 224.75 532->536 534 squared_error = 0.0 samples = 1 value = 224.6 533->534 535 squared_error = 0.0 samples = 1 value = 224.65 533->535 538 Volume_lag_1d <= 0.001 squared_error = 0.0 samples = 3 value = 224.8 537->538 541 squared_error = -0.0 samples = 1 value = 224.7 537->541 539 squared_error = 0.0 samples = 1 value = 224.8 538->539 540 squared_error = -0.0 samples = 2 value = 224.8 538->540 543 Prev Close <= 0.025 squared_error = 0.122 samples = 2 value = 226.1 542->543 546 Low <= 0.028 squared_error = 0.098 samples = 12 value = 225.104 542->546 544 squared_error = 0.0 samples = 1 value = 226.45 543->544 545 squared_error = 0.0 samples = 1 value = 225.75 543->545 547 Last <= 0.026 squared_error = 0.027 samples = 11 value = 225.023 546->547 566 squared_error = 0.0 samples = 1 value = 226.0 546->566 548 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 2 value = 224.775 547->548 551 Volume_lag_1d <= 0.004 squared_error = 0.016 samples = 9 value = 225.078 547->551 549 squared_error = 0.0 samples = 1 value = 224.85 548->549 550 squared_error = 0.0 samples = 1 value = 224.7 548->550 552 High <= 0.029 squared_error = 0.007 samples = 8 value = 225.044 551->552 565 squared_error = 0.0 samples = 1 value = 225.35 551->565 553 Last <= 0.026 squared_error = 0.002 samples = 7 value = 225.071 552->553 564 squared_error = 0.0 samples = 1 value = 224.85 552->564 554 Prev Close <= 0.026 squared_error = 0.001 samples = 2 value = 225.125 553->554 557 Open <= 0.027 squared_error = 0.001 samples = 5 value = 225.05 553->557 555 squared_error = 0.0 samples = 1 value = 225.15 554->555 556 squared_error = 0.0 samples = 1 value = 225.1 554->556 558 squared_error = 0.0 samples = 1 value = 225.0 557->558 559 Low <= 0.028 squared_error = 0.0 samples = 4 value = 225.062 557->559 560 Prev Close <= 0.026 squared_error = 0.0 samples = 3 value = 225.05 559->560 563 squared_error = 0.0 samples = 1 value = 225.1 559->563 561 squared_error = 0.0 samples = 1 value = 225.05 560->561 562 squared_error = -0.0 samples = 2 value = 225.05 560->562 568 VWAP <= 0.028 squared_error = 0.232 samples = 3 value = 227.15 567->568 573 High <= 0.028 squared_error = 0.226 samples = 2 value = 225.875 567->573 569 High <= 0.026 squared_error = 0.031 samples = 2 value = 226.825 568->569 572 squared_error = -0.0 samples = 1 value = 227.8 568->572 570 squared_error = 0.0 samples = 1 value = 227.0 569->570 571 squared_error = 0.0 samples = 1 value = 226.65 569->571 574 squared_error = 0.0 samples = 1 value = 226.35 573->574 575 squared_error = 0.0 samples = 1 value = 225.4 573->575 577 Prev Close <= 0.025 squared_error = 0.294 samples = 9 value = 226.517 576->577 592 VWAP <= 0.028 squared_error = 0.205 samples = 10 value = 227.57 576->592 578 VWAP <= 0.027 squared_error = 0.037 samples = 5 value = 226.95 577->578 587 High <= 0.025 squared_error = 0.087 samples = 4 value = 225.975 577->587 579 High <= 0.025 squared_error = 0.018 samples = 4 value = 226.875 578->579 586 squared_error = 0.0 samples = 1 value = 227.25 578->586 580 squared_error = 0.0 samples = 1 value = 226.65 579->580 581 Last <= 0.027 squared_error = 0.002 samples = 3 value = 226.95 579->581 582 squared_error = 0.0 samples = 1 value = 227.0 581->582 583 Prev Close <= 0.024 squared_error = 0.001 samples = 2 value = 226.925 581->583 584 squared_error = 0.0 samples = 1 value = 226.9 583->584 585 squared_error = 0.0 samples = 1 value = 226.95 583->585 588 squared_error = 0.0 samples = 1 value = 225.55 587->588 589 Low <= 0.028 squared_error = 0.036 samples = 3 value = 226.117 587->589 590 squared_error = 0.0 samples = 2 value = 226.25 589->590 591 squared_error = -0.0 samples = 1 value = 225.85 589->591 593 VWAP <= 0.028 squared_error = 0.045 samples = 7 value = 227.35 592->593 604 Volume_lag_1d <= 0.0 squared_error = 0.202 samples = 3 value = 228.083 592->604 594 Volume_lag_1d <= 0.001 squared_error = 0.021 samples = 6 value = 227.417 593->594 603 squared_error = -0.0 samples = 1 value = 226.95 593->603 595 VWAP <= 0.028 squared_error = 0.006 samples = 4 value = 227.325 594->595 600 High <= 0.026 squared_error = 0.003 samples = 2 value = 227.6 594->600 596 Prev Close <= 0.026 squared_error = 0.001 samples = 3 value = 227.283 595->596 599 squared_error = -0.0 samples = 1 value = 227.45 595->599 597 squared_error = 0.0 samples = 1 value = 227.25 596->597 598 squared_error = 0.0 samples = 2 value = 227.3 596->598 601 squared_error = 0.0 samples = 1 value = 227.55 600->601 602 squared_error = -0.0 samples = 1 value = 227.65 600->602 605 squared_error = 0.0 samples = 1 value = 227.45 604->605 606 High <= 0.027 squared_error = 0.002 samples = 2 value = 228.4 604->606 607 squared_error = 0.0 samples = 1 value = 228.35 606->607 608 squared_error = 0.0 samples = 1 value = 228.45 606->608 610 Last <= 0.028 squared_error = 3.216 samples = 61 value = 230.24 609->610 723 Last <= 0.03 squared_error = 2.96 samples = 102 value = 235.358 609->723 611 Last <= 0.028 squared_error = 1.684 samples = 43 value = 229.399 610->611 690 High <= 0.027 squared_error = 1.147 samples = 18 value = 232.25 610->690 612 High <= 0.028 squared_error = 1.668 samples = 30 value = 228.995 611->612 667 Volume_lag_1d <= 0.001 squared_error = 0.476 samples = 13 value = 230.331 611->667 613 High <= 0.025 squared_error = 1.117 samples = 26 value = 228.733 612->613 660 Last <= 0.027 squared_error = 1.894 samples = 4 value = 230.7 612->660 614 squared_error = 0.0 samples = 1 value = 226.05 613->614 615 Low <= 0.029 squared_error = 0.862 samples = 25 value = 228.84 613->615 616 Open <= 0.026 squared_error = 0.838 samples = 18 value = 228.567 615->616 647 Prev Close <= 0.027 squared_error = 0.238 samples = 7 value = 229.543 615->647 617 Volume_lag_1d <= 0.003 squared_error = 0.159 samples = 4 value = 229.7 616->617 624 Low <= 0.025 squared_error = 0.561 samples = 14 value = 228.243 616->624 618 High <= 0.027 squared_error = 0.024 samples = 3 value = 229.483 617->618 623 squared_error = -0.0 samples = 1 value = 230.35 617->623 619 Volume_lag_1d <= 0.001 squared_error = 0.001 samples = 2 value = 229.375 618->619 622 squared_error = 0.0 samples = 1 value = 229.7 618->622 620 squared_error = 0.0 samples = 1 value = 229.35 619->620 621 squared_error = 0.0 samples = 1 value = 229.4 619->621 625 squared_error = 0.0 samples = 1 value = 226.2 624->625 626 Volume_lag_1d <= 0.0 squared_error = 0.258 samples = 13 value = 228.4 624->626 627 squared_error = 0.0 samples = 1 value = 229.55 626->627 628 Prev Close <= 0.026 squared_error = 0.16 samples = 12 value = 228.304 626->628 629 Low <= 0.029 squared_error = 0.015 samples = 4 value = 228.712 628->629 634 Last <= 0.027 squared_error = 0.107 samples = 8 value = 228.1 628->634 630 squared_error = 0.0 samples = 2 value = 228.6 629->630 631 Low <= 0.029 squared_error = 0.006 samples = 2 value = 228.825 629->631 632 squared_error = 0.0 samples = 1 value = 228.9 631->632 633 squared_error = 0.0 samples = 1 value = 228.75 631->633 635 VWAP <= 0.028 squared_error = 0.022 samples = 2 value = 228.5 634->635 638 Low <= 0.028 squared_error = 0.065 samples = 6 value = 227.967 634->638 636 squared_error = 0.0 samples = 1 value = 228.65 635->636 637 squared_error = 0.0 samples = 1 value = 228.35 635->637 639 High <= 0.026 squared_error = 0.04 samples = 2 value = 228.25 638->639 642 Volume_lag_1d <= 0.002 squared_error = 0.017 samples = 4 value = 227.825 638->642 640 squared_error = 0.0 samples = 1 value = 228.05 639->640 641 squared_error = 0.0 samples = 1 value = 228.45 639->641 643 Last <= 0.028 squared_error = 0.0 samples = 3 value = 227.9 642->643 646 squared_error = 0.0 samples = 1 value = 227.6 642->646 644 squared_error = 0.0 samples = 1 value = 227.9 643->644 645 squared_error = -0.0 samples = 2 value = 227.9 643->645 648 squared_error = 0.0 samples = 1 value = 228.65 647->648 649 Open <= 0.029 squared_error = 0.123 samples = 6 value = 229.692 647->649 650 High <= 0.026 squared_error = 0.058 samples = 4 value = 229.888 649->650 657 Open <= 0.03 squared_error = 0.022 samples = 2 value = 229.3 649->657 651 squared_error = 0.0 samples = 1 value = 229.5 650->651 652 VWAP <= 0.029 squared_error = 0.011 samples = 3 value = 230.017 650->652 653 squared_error = 0.0 samples = 1 value = 230.15 652->653 654 Low <= 0.03 squared_error = 0.003 samples = 2 value = 229.95 652->654 655 squared_error = 0.0 samples = 1 value = 229.9 654->655 656 squared_error = 0.0 samples = 1 value = 230.0 654->656 658 squared_error = 0.0 samples = 1 value = 229.45 657->658 659 squared_error = -0.0 samples = 1 value = 229.15 657->659 661 Open <= 0.031 squared_error = 0.006 samples = 2 value = 229.325 660->661 664 Prev Close <= 0.029 squared_error = 0.001 samples = 2 value = 232.075 660->664 662 squared_error = 0.0 samples = 1 value = 229.25 661->662 663 squared_error = 0.0 samples = 1 value = 229.4 661->663 665 squared_error = 0.0 samples = 1 value = 232.1 664->665 666 squared_error = 0.0 samples = 1 value = 232.05 664->666 668 Low <= 0.028 squared_error = 0.227 samples = 7 value = 230.757 667->668 679 Open <= 0.028 squared_error = 0.307 samples = 6 value = 229.833 667->679 669 Prev Close <= 0.028 squared_error = 0.001 samples = 2 value = 231.425 668->669 672 VWAP <= 0.028 squared_error = 0.067 samples = 5 value = 230.49 668->672 670 squared_error = 0.0 samples = 1 value = 231.4 669->670 671 squared_error = -0.0 samples = 1 value = 231.45 669->671 673 squared_error = 0.0 samples = 1 value = 230.05 672->673 674 Volume_lag_1d <= 0.0 squared_error = 0.024 samples = 4 value = 230.6 672->674 675 squared_error = 0.0 samples = 2 value = 230.75 674->675 676 VWAP <= 0.029 squared_error = 0.003 samples = 2 value = 230.45 674->676 677 squared_error = 0.0 samples = 1 value = 230.5 676->677 678 squared_error = 0.0 samples = 1 value = 230.4 676->678 680 Low <= 0.027 squared_error = 0.022 samples = 2 value = 229.1 679->680 683 Last <= 0.028 squared_error = 0.046 samples = 4 value = 230.2 679->683 681 squared_error = 0.0 samples = 1 value = 228.95 680->681 682 squared_error = 0.0 samples = 1 value = 229.25 680->682 684 Prev Close <= 0.03 squared_error = 0.016 samples = 2 value = 230.375 683->684 687 Last <= 0.028 squared_error = 0.016 samples = 2 value = 230.025 683->687 685 squared_error = 0.0 samples = 1 value = 230.25 684->685 686 squared_error = 0.0 samples = 1 value = 230.5 684->686 688 squared_error = 0.0 samples = 1 value = 230.15 687->688 689 squared_error = 0.0 samples = 1 value = 229.9 687->689 691 Open <= 0.026 squared_error = 0.261 samples = 7 value = 231.493 690->691 704 Prev Close <= 0.028 squared_error = 1.114 samples = 11 value = 232.732 690->704 692 squared_error = 0.0 samples = 1 value = 230.55 691->692 693 Last <= 0.029 squared_error = 0.132 samples = 6 value = 231.65 691->693 694 Open <= 0.029 squared_error = 0.023 samples = 5 value = 231.8 693->694 703 squared_error = -0.0 samples = 1 value = 230.9 693->703 695 VWAP <= 0.029 squared_error = 0.009 samples = 4 value = 231.862 694->695 702 squared_error = 0.0 samples = 1 value = 231.55 694->702 696 VWAP <= 0.029 squared_error = 0.001 samples = 2 value = 231.775 695->696 699 Last <= 0.029 squared_error = 0.002 samples = 2 value = 231.95 695->699 697 squared_error = 0.0 samples = 1 value = 231.8 696->697 698 squared_error = 0.0 samples = 1 value = 231.75 696->698 700 squared_error = 0.0 samples = 1 value = 231.9 699->700 701 squared_error = 0.0 samples = 1 value = 232.0 699->701 705 VWAP <= 0.029 squared_error = 0.241 samples = 6 value = 233.575 704->705 714 VWAP <= 0.029 squared_error = 0.285 samples = 5 value = 231.72 704->714 706 squared_error = 0.0 samples = 2 value = 234.15 705->706 707 Low <= 0.029 squared_error = 0.114 samples = 4 value = 233.288 705->707 708 Prev Close <= 0.025 squared_error = 0.012 samples = 3 value = 233.1 707->708 713 squared_error = 0.0 samples = 1 value = 233.85 707->713 709 squared_error = 0.0 samples = 1 value = 233.25 708->709 710 VWAP <= 0.029 squared_error = 0.001 samples = 2 value = 233.025 708->710 711 squared_error = 0.0 samples = 1 value = 233.0 710->711 712 squared_error = 0.0 samples = 1 value = 233.05 710->712 715 Volume_lag_1d <= 0.002 squared_error = 0.016 samples = 2 value = 231.075 714->715 718 VWAP <= 0.029 squared_error = 0.002 samples = 3 value = 232.15 714->718 716 squared_error = 0.0 samples = 1 value = 231.2 715->716 717 squared_error = 0.0 samples = 1 value = 230.95 715->717 719 Prev Close <= 0.03 squared_error = 0.001 samples = 2 value = 232.125 718->719 722 squared_error = 0.0 samples = 1 value = 232.2 718->722 720 squared_error = 0.0 samples = 1 value = 232.15 719->720 721 squared_error = 0.0 samples = 1 value = 232.1 719->721 724 Last <= 0.03 squared_error = 1.679 samples = 62 value = 234.384 723->724 841 Low <= 0.033 squared_error = 1.193 samples = 40 value = 236.869 723->841 725 Last <= 0.028 squared_error = 1.01 samples = 24 value = 233.235 724->725 770 VWAP <= 0.032 squared_error = 0.742 samples = 38 value = 235.109 724->770 726 Open <= 0.033 squared_error = 0.09 samples = 2 value = 231.2 725->726 729 VWAP <= 0.031 squared_error = 0.683 samples = 22 value = 233.42 725->729 727 squared_error = 0.0 samples = 1 value = 231.5 726->727 728 squared_error = 0.0 samples = 1 value = 230.9 726->728 730 Low <= 0.031 squared_error = 0.452 samples = 18 value = 233.183 729->730 763 Last <= 0.029 squared_error = 0.328 samples = 4 value = 234.488 729->763 731 VWAP <= 0.031 squared_error = 0.366 samples = 9 value = 233.55 730->731 746 Low <= 0.032 squared_error = 0.271 samples = 9 value = 232.817 730->746 732 Open <= 0.03 squared_error = 0.209 samples = 8 value = 233.4 731->732 745 squared_error = 0.0 samples = 1 value = 234.75 731->745 733 Prev Close <= 0.028 squared_error = 0.105 samples = 3 value = 233.85 732->733 738 Open <= 0.032 squared_error = 0.077 samples = 5 value = 233.13 732->738 734 Prev Close <= 0.027 squared_error = 0.006 samples = 2 value = 233.625 733->734 737 squared_error = -0.0 samples = 1 value = 234.3 733->737 735 squared_error = 0.0 samples = 1 value = 233.7 734->735 736 squared_error = 0.0 samples = 1 value = 233.55 734->736 739 Low <= 0.031 squared_error = 0.011 samples = 4 value = 233.0 738->739 744 squared_error = 0.0 samples = 1 value = 233.65 738->744 740 squared_error = 0.0 samples = 2 value = 232.9 739->740 741 Volume_lag_1d <= 0.0 squared_error = 0.002 samples = 2 value = 233.1 739->741 742 squared_error = 0.0 samples = 1 value = 233.05 741->742 743 squared_error = -0.0 samples = 1 value = 233.15 741->743 747 High <= 0.029 squared_error = 0.135 samples = 7 value = 232.6 746->747 760 Open <= 0.032 squared_error = 0.006 samples = 2 value = 233.575 746->760 748 Volume_lag_1d <= 0.0 squared_error = 0.034 samples = 5 value = 232.81 747->748 757 VWAP <= 0.031 squared_error = 0.001 samples = 2 value = 232.075 747->757 749 squared_error = 0.0 samples = 1 value = 233.0 748->749 750 Volume_lag_1d <= 0.001 squared_error = 0.032 samples = 4 value = 232.762 748->750 751 squared_error = 0.0 samples = 1 value = 232.5 750->751 752 VWAP <= 0.03 squared_error = 0.012 samples = 3 value = 232.85 750->752 753 Last <= 0.029 squared_error = 0.001 samples = 2 value = 232.775 752->753 756 squared_error = 0.0 samples = 1 value = 233.0 752->756 754 squared_error = 0.0 samples = 1 value = 232.8 753->754 755 squared_error = -0.0 samples = 1 value = 232.75 753->755 758 squared_error = 0.0 samples = 1 value = 232.05 757->758 759 squared_error = 0.0 samples = 1 value = 232.1 757->759 761 squared_error = 0.0 samples = 1 value = 233.65 760->761 762 squared_error = 0.0 samples = 1 value = 233.5 760->762 764 Low <= 0.031 squared_error = 0.087 samples = 3 value = 234.783 763->764 769 squared_error = -0.0 samples = 1 value = 233.6 763->769 765 squared_error = 0.0 samples = 1 value = 235.2 764->765 766 Open <= 0.031 squared_error = 0.001 samples = 2 value = 234.575 764->766 767 squared_error = 0.0 samples = 1 value = 234.55 766->767 768 squared_error = 0.0 samples = 1 value = 234.6 766->768 771 VWAP <= 0.03 squared_error = 0.497 samples = 34 value = 234.943 770->771 834 Open <= 0.03 squared_error = 0.583 samples = 4 value = 236.525 770->834 772 Open <= 0.031 squared_error = 0.612 samples = 6 value = 234.05 771->772 783 Low <= 0.033 squared_error = 0.265 samples = 28 value = 235.134 771->783 773 Open <= 0.029 squared_error = 0.167 samples = 4 value = 234.538 772->773 780 Low <= 0.031 squared_error = 0.076 samples = 2 value = 233.075 772->780 774 VWAP <= 0.03 squared_error = 0.031 samples = 2 value = 234.925 773->774 777 High <= 0.028 squared_error = 0.002 samples = 2 value = 234.15 773->777 775 squared_error = 0.0 samples = 1 value = 235.1 774->775 776 squared_error = -0.0 samples = 1 value = 234.75 774->776 778 squared_error = 0.0 samples = 1 value = 234.1 777->778 779 squared_error = 0.0 samples = 1 value = 234.2 777->779 781 squared_error = 0.0 samples = 1 value = 233.35 780->781 782 squared_error = 0.0 samples = 1 value = 232.8 780->782 784 Low <= 0.03 squared_error = 0.18 samples = 23 value = 234.989 783->784 825 VWAP <= 0.031 squared_error = 0.115 samples = 5 value = 235.8 783->825 785 squared_error = 0.0 samples = 1 value = 233.6 784->785 786 Volume_lag_1d <= 0.004 squared_error = 0.097 samples = 22 value = 235.052 784->786 787 Volume_lag_1d <= 0.002 squared_error = 0.086 samples = 21 value = 235.079 786->787 824 squared_error = 0.0 samples = 1 value = 234.5 786->824 788 Prev Close <= 0.031 squared_error = 0.067 samples = 20 value = 235.045 787->788 823 squared_error = -0.0 samples = 1 value = 235.75 787->823 789 Open <= 0.029 squared_error = 0.043 samples = 14 value = 234.964 788->789 812 Low <= 0.032 squared_error = 0.071 samples = 6 value = 235.233 788->812 790 squared_error = 0.0 samples = 1 value = 234.55 789->790 791 Open <= 0.03 squared_error = 0.032 samples = 13 value = 234.996 789->791 792 Low <= 0.032 squared_error = 0.022 samples = 7 value = 235.107 791->792 801 Volume_lag_1d <= 0.001 squared_error = 0.012 samples = 6 value = 234.867 791->801 793 Last <= 0.03 squared_error = 0.003 samples = 6 value = 235.05 792->793 800 squared_error = -0.0 samples = 1 value = 235.45 792->800 794 squared_error = 0.0 samples = 1 value = 234.95 793->794 795 Prev Close <= 0.029 squared_error = 0.002 samples = 5 value = 235.07 793->795 796 squared_error = 0.0 samples = 1 value = 235.0 795->796 797 Prev Close <= 0.03 squared_error = 0.0 samples = 4 value = 235.088 795->797 798 squared_error = -0.0 samples = 3 value = 235.1 797->798 799 squared_error = -0.0 samples = 1 value = 235.05 797->799 802 Open <= 0.032 squared_error = 0.004 samples = 3 value = 234.933 801->802 807 Low <= 0.031 squared_error = 0.012 samples = 3 value = 234.8 801->807 803 Open <= 0.031 squared_error = 0.001 samples = 2 value = 234.975 802->803 806 squared_error = -0.0 samples = 1 value = 234.85 802->806 804 squared_error = 0.0 samples = 1 value = 235.0 803->804 805 squared_error = 0.0 samples = 1 value = 234.95 803->805 808 squared_error = 0.0 samples = 1 value = 234.65 807->808 809 Last <= 0.03 squared_error = 0.001 samples = 2 value = 234.875 807->809 810 squared_error = 0.0 samples = 1 value = 234.85 809->810 811 squared_error = 0.0 samples = 1 value = 234.9 809->811 813 Prev Close <= 0.032 squared_error = 0.09 samples = 2 value = 235.5 812->813 816 Low <= 0.032 squared_error = 0.009 samples = 4 value = 235.1 812->816 814 squared_error = 0.0 samples = 1 value = 235.2 813->814 815 squared_error = -0.0 samples = 1 value = 235.8 813->815 817 squared_error = 0.0 samples = 1 value = 234.95 816->817 818 High <= 0.031 squared_error = 0.002 samples = 3 value = 235.15 816->818 819 Volume_lag_1d <= 0.002 squared_error = 0.001 samples = 2 value = 235.175 818->819 822 squared_error = -0.0 samples = 1 value = 235.1 818->822 820 squared_error = 0.0 samples = 1 value = 235.15 819->820 821 squared_error = -0.0 samples = 1 value = 235.2 819->821 826 Prev Close <= 0.031 squared_error = 0.031 samples = 4 value = 235.95 825->826 833 squared_error = -0.0 samples = 1 value = 235.2 825->833 827 Prev Close <= 0.03 squared_error = 0.002 samples = 3 value = 235.85 826->827 832 squared_error = 0.0 samples = 1 value = 236.25 826->832 828 squared_error = 0.0 samples = 1 value = 235.9 827->828 829 Low <= 0.033 squared_error = 0.001 samples = 2 value = 235.825 827->829 830 squared_error = 0.0 samples = 1 value = 235.8 829->830 831 squared_error = 0.0 samples = 1 value = 235.85 829->831 835 squared_error = 0.0 samples = 1 value = 237.75 834->835 836 Volume_lag_1d <= 0.001 squared_error = 0.111 samples = 3 value = 236.117 834->836 837 squared_error = 0.0 samples = 1 value = 235.65 836->837 838 VWAP <= 0.032 squared_error = 0.002 samples = 2 value = 236.35 836->838 839 squared_error = 0.0 samples = 1 value = 236.3 838->839 840 squared_error = -0.0 samples = 1 value = 236.4 838->840 842 VWAP <= 0.03 squared_error = 0.923 samples = 32 value = 236.553 841->842 903 High <= 0.031 squared_error = 0.278 samples = 8 value = 238.131 841->903 843 High <= 0.03 squared_error = 0.532 samples = 4 value = 235.225 842->843 850 High <= 0.031 squared_error = 0.691 samples = 28 value = 236.743 842->850 844 VWAP <= 0.03 squared_error = 0.09 samples = 2 value = 234.55 843->844 847 Low <= 0.029 squared_error = 0.063 samples = 2 value = 235.9 843->847 845 squared_error = 0.0 samples = 1 value = 234.85 844->845 846 squared_error = -0.0 samples = 1 value = 234.25 844->846 848 squared_error = 0.0 samples = 1 value = 236.15 847->848 849 squared_error = -0.0 samples = 1 value = 235.65 847->849 851 VWAP <= 0.032 squared_error = 0.509 samples = 22 value = 236.925 850->851 892 High <= 0.031 squared_error = 0.791 samples = 6 value = 236.075 850->892 852 Last <= 0.031 squared_error = 0.329 samples = 21 value = 236.829 851->852 891 squared_error = 0.0 samples = 1 value = 238.95 851->891 853 Prev Close <= 0.029 squared_error = 0.265 samples = 9 value = 236.461 852->853 868 Volume_lag_1d <= 0.0 squared_error = 0.199 samples = 12 value = 237.104 852->868 854 squared_error = 0.0 samples = 1 value = 237.8 853->854 855 High <= 0.029 squared_error = 0.047 samples = 8 value = 236.294 853->855 856 squared_error = 0.0 samples = 1 value = 235.85 855->856 857 Open <= 0.032 squared_error = 0.021 samples = 7 value = 236.357 855->857 858 Last <= 0.031 squared_error = 0.004 samples = 5 value = 236.44 857->858 865 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 2 value = 236.15 857->865 859 Open <= 0.031 squared_error = 0.002 samples = 4 value = 236.412 858->859 864 squared_error = 0.0 samples = 1 value = 236.55 858->864 860 squared_error = 0.0 samples = 2 value = 236.45 859->860 861 Volume_lag_1d <= 0.001 squared_error = 0.001 samples = 2 value = 236.375 859->861 862 squared_error = 0.0 samples = 1 value = 236.4 861->862 863 squared_error = 0.0 samples = 1 value = 236.35 861->863 866 squared_error = 0.0 samples = 1 value = 236.2 865->866 867 squared_error = 0.0 samples = 1 value = 236.1 865->867 869 Last <= 0.031 squared_error = 0.002 samples = 3 value = 236.6 868->869 874 Prev Close <= 0.03 squared_error = 0.152 samples = 9 value = 237.272 868->874 870 squared_error = 0.0 samples = 1 value = 236.65 869->870 871 Volume_lag_1d <= 0.0 squared_error = 0.001 samples = 2 value = 236.575 869->871 872 squared_error = 0.0 samples = 1 value = 236.6 871->872 873 squared_error = 0.0 samples = 1 value = 236.55 871->873 875 Prev Close <= 0.029 squared_error = 0.094 samples = 6 value = 237.117 874->875 886 Volume_lag_1d <= 0.001 squared_error = 0.124 samples = 3 value = 237.583 874->886 876 Low <= 0.03 squared_error = 0.015 samples = 4 value = 237.288 875->876 883 VWAP <= 0.031 squared_error = 0.076 samples = 2 value = 236.775 875->883 877 squared_error = 0.0 samples = 1 value = 237.1 876->877 878 VWAP <= 0.031 squared_error = 0.005 samples = 3 value = 237.35 876->878 879 VWAP <= 0.031 squared_error = 0.0 samples = 2 value = 237.3 878->879 882 squared_error = 0.0 samples = 1 value = 237.45 878->882 880 squared_error = 0.0 samples = 1 value = 237.3 879->880 881 squared_error = 0.0 samples = 1 value = 237.3 879->881 884 squared_error = 0.0 samples = 1 value = 236.5 883->884 885 squared_error = 0.0 samples = 1 value = 237.05 883->885 887 squared_error = 0.0 samples = 1 value = 238.05 886->887 888 Last <= 0.031 squared_error = 0.023 samples = 2 value = 237.35 886->888 889 squared_error = 0.0 samples = 1 value = 237.2 888->889 890 squared_error = 0.0 samples = 1 value = 237.5 888->890 893 squared_error = 0.0 samples = 1 value = 234.4 892->893 894 High <= 0.032 squared_error = 0.276 samples = 5 value = 236.41 892->894 895 Prev Close <= 0.032 squared_error = 0.016 samples = 2 value = 236.975 894->895 898 VWAP <= 0.033 squared_error = 0.096 samples = 3 value = 236.033 894->898 896 squared_error = 0.0 samples = 1 value = 236.85 895->896 897 squared_error = -0.0 samples = 1 value = 237.1 895->897 899 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 2 value = 236.25 898->899 902 squared_error = -0.0 samples = 1 value = 235.6 898->902 900 squared_error = 0.0 samples = 1 value = 236.2 899->900 901 squared_error = 0.0 samples = 1 value = 236.3 899->901 904 Prev Close <= 0.03 squared_error = 0.067 samples = 6 value = 237.875 903->904 915 VWAP <= 0.033 squared_error = 0.122 samples = 2 value = 238.9 903->915 905 squared_error = 0.0 samples = 1 value = 237.35 904->905 906 Low <= 0.033 squared_error = 0.015 samples = 5 value = 237.98 904->906 907 Low <= 0.033 squared_error = 0.002 samples = 2 value = 237.85 906->907 910 Open <= 0.032 squared_error = 0.004 samples = 3 value = 238.067 906->910 908 squared_error = 0.0 samples = 1 value = 237.8 907->908 909 squared_error = -0.0 samples = 1 value = 237.9 907->909 911 squared_error = 0.0 samples = 1 value = 238.15 910->911 912 Open <= 0.033 squared_error = 0.001 samples = 2 value = 238.025 910->912 913 squared_error = 0.0 samples = 1 value = 238.0 912->913 914 squared_error = 0.0 samples = 1 value = 238.05 912->914 916 squared_error = 0.0 samples = 1 value = 238.55 915->916 917 squared_error = 0.0 samples = 1 value = 239.25 915->917 919 Last <= 0.035 squared_error = 29.425 samples = 180 value = 247.66 918->919 1254 VWAP <= 0.046 squared_error = 61.253 samples = 86 value = 273.434 918->1254 920 Last <= 0.034 squared_error = 9.054 samples = 97 value = 243.583 919->920 1099 Last <= 0.038 squared_error = 11.099 samples = 83 value = 252.425 919->1099 921 VWAP <= 0.033 squared_error = 3.368 samples = 53 value = 241.37 920->921 1020 VWAP <= 0.036 squared_error = 2.896 samples = 44 value = 246.249 920->1020 922 Last <= 0.033 squared_error = 1.997 samples = 26 value = 239.998 921->922 969 Low <= 0.035 squared_error = 1.131 samples = 27 value = 242.691 921->969 923 VWAP <= 0.032 squared_error = 0.976 samples = 24 value = 239.704 922->923 966 Low <= 0.027 squared_error = 0.766 samples = 2 value = 243.525 922->966 924 Prev Close <= 0.029 squared_error = 0.731 samples = 5 value = 238.32 923->924 933 Volume_lag_1d <= 0.0 squared_error = 0.404 samples = 19 value = 240.068 923->933 925 VWAP <= 0.031 squared_error = 0.023 samples = 2 value = 237.45 924->925 928 Low <= 0.032 squared_error = 0.362 samples = 3 value = 238.9 924->928 926 squared_error = 0.0 samples = 1 value = 237.6 925->926 927 squared_error = 0.0 samples = 1 value = 237.3 925->927 929 Open <= 0.03 squared_error = 0.001 samples = 2 value = 239.325 928->929 932 squared_error = 0.0 samples = 1 value = 238.05 928->932 930 squared_error = 0.0 samples = 1 value = 239.3 929->930 931 squared_error = 0.0 samples = 1 value = 239.35 929->931 934 Last <= 0.032 squared_error = 0.401 samples = 3 value = 239.233 933->934 939 Prev Close <= 0.033 squared_error = 0.249 samples = 16 value = 240.225 933->939 935 squared_error = 0.0 samples = 1 value = 238.45 934->935 936 VWAP <= 0.033 squared_error = 0.141 samples = 2 value = 239.625 934->936 937 squared_error = 0.0 samples = 1 value = 239.25 936->937 938 squared_error = 0.0 samples = 1 value = 240.0 936->938 940 Prev Close <= 0.031 squared_error = 0.192 samples = 12 value = 240.383 939->940 959 Volume_lag_1d <= 0.001 squared_error = 0.121 samples = 4 value = 239.75 939->959 941 Low <= 0.033 squared_error = 0.096 samples = 3 value = 239.917 940->941 946 Last <= 0.032 squared_error = 0.127 samples = 9 value = 240.539 940->946 942 Last <= 0.033 squared_error = 0.003 samples = 2 value = 239.7 941->942 945 squared_error = -0.0 samples = 1 value = 240.35 941->945 943 squared_error = 0.0 samples = 1 value = 239.75 942->943 944 squared_error = 0.0 samples = 1 value = 239.65 942->944 947 Low <= 0.033 squared_error = 0.074 samples = 5 value = 240.29 946->947 952 High <= 0.031 squared_error = 0.019 samples = 4 value = 240.85 946->952 948 squared_error = 0.0 samples = 1 value = 240.8 947->948 949 Low <= 0.034 squared_error = 0.012 samples = 4 value = 240.162 947->949 950 squared_error = 0.0 samples = 1 value = 240.35 949->950 951 squared_error = -0.0 samples = 3 value = 240.1 949->951 953 VWAP <= 0.032 squared_error = 0.001 samples = 2 value = 240.725 952->953 956 Last <= 0.033 squared_error = 0.006 samples = 2 value = 240.975 952->956 954 squared_error = 0.0 samples = 1 value = 240.75 953->954 955 squared_error = -0.0 samples = 1 value = 240.7 953->955 957 squared_error = 0.0 samples = 1 value = 240.9 956->957 958 squared_error = -0.0 samples = 1 value = 241.05 956->958 960 squared_error = 0.0 samples = 1 value = 240.35 959->960 961 VWAP <= 0.032 squared_error = 0.002 samples = 3 value = 239.55 959->961 962 squared_error = 0.0 samples = 1 value = 239.5 961->962 963 Open <= 0.034 squared_error = 0.001 samples = 2 value = 239.575 961->963 964 squared_error = 0.0 samples = 1 value = 239.55 963->964 965 squared_error = 0.0 samples = 1 value = 239.6 963->965 967 squared_error = 0.0 samples = 1 value = 244.4 966->967 968 squared_error = 0.0 samples = 1 value = 242.65 966->968 970 Open <= 0.04 squared_error = 0.814 samples = 16 value = 242.109 969->970 1001 Low <= 0.036 squared_error = 0.385 samples = 11 value = 243.536 969->1001 971 Last <= 0.032 squared_error = 0.615 samples = 15 value = 241.983 970->971 1000 squared_error = 0.0 samples = 1 value = 244.0 970->1000 972 squared_error = 0.0 samples = 1 value = 239.65 971->972 973 Low <= 0.035 squared_error = 0.242 samples = 14 value = 242.15 971->973 974 Last <= 0.032 squared_error = 0.121 samples = 12 value = 242.3 973->974 997 Last <= 0.033 squared_error = 0.023 samples = 2 value = 241.25 973->997 975 squared_error = 0.0 samples = 1 value = 241.6 974->975 976 VWAP <= 0.033 squared_error = 0.083 samples = 11 value = 242.364 974->976 977 Prev Close <= 0.03 squared_error = 0.007 samples = 3 value = 241.983 976->977 982 Volume_lag_1d <= 0.0 squared_error = 0.037 samples = 8 value = 242.506 976->982 978 squared_error = 0.0 samples = 1 value = 242.1 977->978 979 Low <= 0.034 squared_error = 0.001 samples = 2 value = 241.925 977->979 980 squared_error = 0.0 samples = 1 value = 241.9 979->980 981 squared_error = 0.0 samples = 1 value = 241.95 979->981 983 squared_error = 0.0 samples = 1 value = 242.9 982->983 984 Low <= 0.033 squared_error = 0.017 samples = 7 value = 242.45 982->984 985 High <= 0.033 squared_error = 0.006 samples = 2 value = 242.275 984->985 988 VWAP <= 0.034 squared_error = 0.005 samples = 5 value = 242.52 984->988 986 squared_error = 0.0 samples = 1 value = 242.2 985->986 987 squared_error = 0.0 samples = 1 value = 242.35 985->987 989 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 2 value = 242.45 988->989 992 Low <= 0.034 squared_error = 0.001 samples = 3 value = 242.567 988->992 990 squared_error = 0.0 samples = 1 value = 242.5 989->990 991 squared_error = 0.0 samples = 1 value = 242.4 989->991 993 squared_error = 0.0 samples = 1 value = 242.6 992->993 994 VWAP <= 0.035 squared_error = 0.0 samples = 2 value = 242.55 992->994 995 squared_error = 0.0 samples = 1 value = 242.55 994->995 996 squared_error = 0.0 samples = 1 value = 242.55 994->996 998 squared_error = 0.0 samples = 1 value = 241.1 997->998 999 squared_error = 0.0 samples = 1 value = 241.4 997->999 1002 Open <= 0.035 squared_error = 0.086 samples = 9 value = 243.272 1001->1002 1017 Low <= 0.036 squared_error = 0.001 samples = 2 value = 244.725 1001->1017 1003 VWAP <= 0.034 squared_error = 0.021 samples = 5 value = 243.51 1002->1003 1010 Low <= 0.036 squared_error = 0.008 samples = 4 value = 242.975 1002->1010 1004 squared_error = 0.0 samples = 1 value = 243.25 1003->1004 1005 Last <= 0.033 squared_error = 0.006 samples = 4 value = 243.575 1003->1005 1006 squared_error = 0.0 samples = 2 value = 243.5 1005->1006 1007 High <= 0.033 squared_error = 0.0 samples = 2 value = 243.65 1005->1007 1008 squared_error = 0.0 samples = 1 value = 243.65 1007->1008 1009 squared_error = 0.0 samples = 1 value = 243.65 1007->1009 1011 Prev Close <= 0.035 squared_error = 0.004 samples = 3 value = 242.933 1010->1011 1016 squared_error = -0.0 samples = 1 value = 243.1 1010->1016 1012 High <= 0.033 squared_error = 0.001 samples = 2 value = 242.975 1011->1012 1015 squared_error = -0.0 samples = 1 value = 242.85 1011->1015 1013 squared_error = 0.0 samples = 1 value = 242.95 1012->1013 1014 squared_error = -0.0 samples = 1 value = 243.0 1012->1014 1018 squared_error = 0.0 samples = 1 value = 244.7 1017->1018 1019 squared_error = 0.0 samples = 1 value = 244.75 1017->1019 1021 Prev Close <= 0.026 squared_error = 2.402 samples = 32 value = 245.645 1020->1021 1078 Low <= 0.037 squared_error = 0.65 samples = 12 value = 247.858 1020->1078 1022 squared_error = 0.0 samples = 1 value = 252.45 1021->1022 1023 Last <= 0.034 squared_error = 0.938 samples = 31 value = 245.426 1021->1023 1024 Prev Close <= 0.031 squared_error = 1.127 samples = 15 value = 244.957 1023->1024 1051 Volume_lag_1d <= 0.004 squared_error = 0.361 samples = 16 value = 245.866 1023->1051 1025 Last <= 0.034 squared_error = 0.01 samples = 2 value = 246.8 1024->1025 1028 VWAP <= 0.033 squared_error = 0.696 samples = 13 value = 244.673 1024->1028 1026 squared_error = 0.0 samples = 1 value = 246.9 1025->1026 1027 squared_error = -0.0 samples = 1 value = 246.7 1025->1027 1029 squared_error = 0.0 samples = 1 value = 242.5 1028->1029 1030 VWAP <= 0.035 squared_error = 0.327 samples = 12 value = 244.854 1028->1030 1031 Open <= 0.033 squared_error = 0.206 samples = 10 value = 245.03 1030->1031 1048 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 2 value = 243.975 1030->1048 1032 Last <= 0.034 squared_error = 0.04 samples = 2 value = 244.3 1031->1032 1035 Prev Close <= 0.035 squared_error = 0.081 samples = 8 value = 245.212 1031->1035 1033 squared_error = 0.0 samples = 1 value = 244.5 1032->1033 1034 squared_error = -0.0 samples = 1 value = 244.1 1032->1034 1036 Prev Close <= 0.034 squared_error = 0.006 samples = 5 value = 245.02 1035->1036 1043 Low <= 0.036 squared_error = 0.042 samples = 3 value = 245.533 1035->1043 1037 Open <= 0.035 squared_error = 0.001 samples = 3 value = 244.967 1036->1037 1040 Open <= 0.034 squared_error = 0.003 samples = 2 value = 245.1 1036->1040 1038 squared_error = 0.0 samples = 2 value = 244.95 1037->1038 1039 squared_error = 0.0 samples = 1 value = 245.0 1037->1039 1041 squared_error = 0.0 samples = 1 value = 245.15 1040->1041 1042 squared_error = -0.0 samples = 1 value = 245.05 1040->1042 1044 Volume_lag_1d <= 0.002 squared_error = 0.01 samples = 2 value = 245.4 1043->1044 1047 squared_error = 0.0 samples = 1 value = 245.8 1043->1047 1045 squared_error = 0.0 samples = 1 value = 245.3 1044->1045 1046 squared_error = -0.0 samples = 1 value = 245.5 1044->1046 1049 squared_error = 0.0 samples = 1 value = 243.9 1048->1049 1050 squared_error = -0.0 samples = 1 value = 244.05 1048->1050 1052 Last <= 0.035 squared_error = 0.277 samples = 15 value = 245.783 1051->1052 1077 squared_error = 0.0 samples = 1 value = 247.1 1051->1077 1053 Last <= 0.035 squared_error = 0.18 samples = 13 value = 245.662 1052->1053 1074 Open <= 0.035 squared_error = 0.181 samples = 2 value = 246.575 1052->1074 1054 Open <= 0.035 squared_error = 0.096 samples = 6 value = 245.858 1053->1054 1063 Last <= 0.035 squared_error = 0.191 samples = 7 value = 245.493 1053->1063 1055 Prev Close <= 0.034 squared_error = 0.034 samples = 4 value = 246.05 1054->1055 1060 Last <= 0.034 squared_error = 0.001 samples = 2 value = 245.475 1054->1060 1056 Low <= 0.033 squared_error = 0.005 samples = 3 value = 245.95 1055->1056 1059 squared_error = -0.0 samples = 1 value = 246.35 1055->1059 1057 squared_error = 0.0 samples = 1 value = 245.85 1056->1057 1058 squared_error = 0.0 samples = 2 value = 246.0 1056->1058 1061 squared_error = 0.0 samples = 1 value = 245.5 1060->1061 1062 squared_error = -0.0 samples = 1 value = 245.45 1060->1062 1064 Low <= 0.035 squared_error = 0.035 samples = 3 value = 245.05 1063->1064 1069 Prev Close <= 0.036 squared_error = 0.051 samples = 4 value = 245.825 1063->1069 1065 squared_error = 0.0 samples = 1 value = 244.8 1064->1065 1066 Last <= 0.035 squared_error = 0.006 samples = 2 value = 245.175 1064->1066 1067 squared_error = 0.0 samples = 1 value = 245.1 1066->1067 1068 squared_error = -0.0 samples = 1 value = 245.25 1066->1068 1070 Prev Close <= 0.034 squared_error = 0.005 samples = 3 value = 245.7 1069->1070 1073 squared_error = -0.0 samples = 1 value = 246.2 1069->1073 1071 squared_error = 0.0 samples = 2 value = 245.75 1070->1071 1072 squared_error = -0.0 samples = 1 value = 245.6 1070->1072 1075 squared_error = 0.0 samples = 1 value = 247.0 1074->1075 1076 squared_error = 0.0 samples = 1 value = 246.15 1074->1076 1079 Volume_lag_1d <= 0.001 squared_error = 0.404 samples = 10 value = 247.615 1078->1079 1096 Open <= 0.036 squared_error = 0.106 samples = 2 value = 249.075 1078->1096 1080 Low <= 0.037 squared_error = 0.081 samples = 4 value = 247.175 1079->1080 1085 Last <= 0.035 squared_error = 0.405 samples = 6 value = 247.908 1079->1085 1081 Prev Close <= 0.035 squared_error = 0.027 samples = 3 value = 247.033 1080->1081 1084 squared_error = -0.0 samples = 1 value = 247.6 1080->1084 1082 squared_error = 0.0 samples = 1 value = 246.8 1081->1082 1083 squared_error = 0.0 samples = 2 value = 247.15 1081->1083 1086 VWAP <= 0.037 squared_error = 0.072 samples = 3 value = 248.5 1085->1086 1091 VWAP <= 0.037 squared_error = 0.037 samples = 3 value = 247.317 1085->1091 1087 High <= 0.036 squared_error = 0.016 samples = 2 value = 248.325 1086->1087 1090 squared_error = 0.0 samples = 1 value = 248.85 1086->1090 1088 squared_error = 0.0 samples = 1 value = 248.2 1087->1088 1089 squared_error = -0.0 samples = 1 value = 248.45 1087->1089 1092 Volume_lag_1d <= 0.002 squared_error = 0.002 samples = 2 value = 247.45 1091->1092 1095 squared_error = 0.0 samples = 1 value = 247.05 1091->1095 1093 squared_error = 0.0 samples = 1 value = 247.5 1092->1093 1094 squared_error = 0.0 samples = 1 value = 247.4 1092->1094 1097 squared_error = 0.0 samples = 1 value = 248.75 1096->1097 1098 squared_error = 0.0 samples = 1 value = 249.4 1096->1098 1100 Last <= 0.037 squared_error = 2.954 samples = 59 value = 250.619 1099->1100 1207 Volume_lag_1d <= 0.001 squared_error = 3.4 samples = 24 value = 256.865 1099->1207 1101 Last <= 0.036 squared_error = 1.776 samples = 39 value = 249.737 1100->1101 1168 Last <= 0.038 squared_error = 0.772 samples = 20 value = 252.34 1100->1168 1102 Volume_lag_1d <= 0.001 squared_error = 0.987 samples = 22 value = 249.091 1101->1102 1141 VWAP <= 0.035 squared_error = 1.557 samples = 17 value = 250.574 1101->1141 1103 Open <= 0.035 squared_error = 0.605 samples = 3 value = 247.5 1102->1103 1106 Last <= 0.036 squared_error = 0.585 samples = 19 value = 249.342 1102->1106 1104 squared_error = 0.0 samples = 2 value = 246.95 1103->1104 1105 squared_error = -0.0 samples = 1 value = 248.6 1103->1105 1107 Volume_lag_1d <= 0.001 squared_error = 0.505 samples = 15 value = 249.123 1106->1107 1136 Low <= 0.037 squared_error = 0.029 samples = 4 value = 250.162 1106->1136 1108 Volume_lag_1d <= 0.001 squared_error = 0.04 samples = 2 value = 250.2 1107->1108 1111 Prev Close <= 0.037 squared_error = 0.371 samples = 13 value = 248.958 1107->1111 1109 squared_error = 0.0 samples = 1 value = 250.0 1108->1109 1110 squared_error = 0.0 samples = 1 value = 250.4 1108->1110 1112 Volume_lag_1d <= 0.001 squared_error = 0.271 samples = 11 value = 249.118 1111->1112 1133 Last <= 0.036 squared_error = 0.001 samples = 2 value = 248.075 1111->1133 1113 VWAP <= 0.036 squared_error = 0.006 samples = 2 value = 248.425 1112->1113 1116 VWAP <= 0.036 squared_error = 0.2 samples = 9 value = 249.272 1112->1116 1114 squared_error = 0.0 samples = 1 value = 248.35 1113->1114 1115 squared_error = -0.0 samples = 1 value = 248.5 1113->1115 1117 VWAP <= 0.036 squared_error = 0.161 samples = 5 value = 249.01 1116->1117 1126 Open <= 0.037 squared_error = 0.054 samples = 4 value = 249.6 1116->1126 1118 Volume_lag_1d <= 0.003 squared_error = 0.021 samples = 4 value = 249.2 1117->1118 1125 squared_error = 0.0 samples = 1 value = 248.25 1117->1125 1119 Prev Close <= 0.031 squared_error = 0.006 samples = 2 value = 249.325 1118->1119 1122 Volume_lag_1d <= 0.003 squared_error = 0.006 samples = 2 value = 249.075 1118->1122 1120 squared_error = 0.0 samples = 1 value = 249.25 1119->1120 1121 squared_error = 0.0 samples = 1 value = 249.4 1119->1121 1123 squared_error = 0.0 samples = 1 value = 249.15 1122->1123 1124 squared_error = 0.0 samples = 1 value = 249.0 1122->1124 1127 High <= 0.035 squared_error = 0.017 samples = 3 value = 249.717 1126->1127 1132 squared_error = 0.0 samples = 1 value = 249.25 1126->1132 1128 squared_error = 0.0 samples = 1 value = 249.9 1127->1128 1129 High <= 0.036 squared_error = 0.001 samples = 2 value = 249.625 1127->1129 1130 squared_error = 0.0 samples = 1 value = 249.65 1129->1130 1131 squared_error = 0.0 samples = 1 value = 249.6 1129->1131 1134 squared_error = 0.0 samples = 1 value = 248.1 1133->1134 1135 squared_error = 0.0 samples = 1 value = 248.05 1133->1135 1137 squared_error = 0.0 samples = 2 value = 250.0 1136->1137 1138 Volume_lag_1d <= 0.001 squared_error = 0.006 samples = 2 value = 250.325 1136->1138 1139 squared_error = 0.0 samples = 1 value = 250.4 1138->1139 1140 squared_error = 0.0 samples = 1 value = 250.25 1138->1140 1142 squared_error = 0.0 samples = 1 value = 246.75 1141->1142 1143 VWAP <= 0.038 squared_error = 0.683 samples = 16 value = 250.812 1141->1143 1144 VWAP <= 0.037 squared_error = 0.334 samples = 12 value = 250.446 1143->1144 1163 Low <= 0.038 squared_error = 0.117 samples = 4 value = 251.912 1143->1163 1145 Last <= 0.037 squared_error = 0.121 samples = 4 value = 249.9 1144->1145 1150 Prev Close <= 0.037 squared_error = 0.217 samples = 8 value = 250.719 1144->1150 1146 High <= 0.035 squared_error = 0.027 samples = 3 value = 250.083 1145->1146 1149 squared_error = -0.0 samples = 1 value = 249.35 1145->1149 1147 squared_error = 0.0 samples = 2 value = 250.2 1146->1147 1148 squared_error = -0.0 samples = 1 value = 249.85 1146->1148 1151 Volume_lag_1d <= 0.001 squared_error = 0.069 samples = 3 value = 251.133 1150->1151 1156 Prev Close <= 0.038 squared_error = 0.142 samples = 5 value = 250.47 1150->1156 1152 Prev Close <= 0.036 squared_error = 0.003 samples = 2 value = 250.95 1151->1152 1155 squared_error = 0.0 samples = 1 value = 251.5 1151->1155 1153 squared_error = 0.0 samples = 1 value = 250.9 1152->1153 1154 squared_error = 0.0 samples = 1 value = 251.0 1152->1154 1157 High <= 0.038 squared_error = 0.01 samples = 4 value = 250.287 1156->1157 1162 squared_error = 0.0 samples = 1 value = 251.2 1156->1162 1158 Prev Close <= 0.037 squared_error = 0.002 samples = 3 value = 250.233 1157->1158 1161 squared_error = -0.0 samples = 1 value = 250.45 1157->1161 1159 squared_error = -0.0 samples = 2 value = 250.2 1158->1159 1160 squared_error = -0.0 samples = 1 value = 250.3 1158->1160 1164 squared_error = 0.0 samples = 1 value = 252.5 1163->1164 1165 VWAP <= 0.038 squared_error = 0.002 samples = 3 value = 251.717 1163->1165 1166 squared_error = 0.0 samples = 1 value = 251.65 1165->1166 1167 squared_error = 0.0 samples = 2 value = 251.75 1165->1167 1169 VWAP <= 0.038 squared_error = 0.508 samples = 16 value = 252.072 1168->1169 1200 Last <= 0.038 squared_error = 0.388 samples = 4 value = 253.412 1168->1200 1170 High <= 0.037 squared_error = 0.443 samples = 11 value = 251.791 1169->1170 1191 Volume_lag_1d <= 0.001 squared_error = 0.097 samples = 5 value = 252.69 1169->1191 1171 Low <= 0.036 squared_error = 0.313 samples = 10 value = 251.665 1170->1171 1190 squared_error = -0.0 samples = 1 value = 253.05 1170->1190 1172 squared_error = 0.0 samples = 1 value = 250.75 1171->1172 1173 Open <= 0.038 squared_error = 0.244 samples = 9 value = 251.767 1171->1173 1174 High <= 0.036 squared_error = 0.143 samples = 8 value = 251.888 1173->1174 1189 squared_error = 0.0 samples = 1 value = 250.8 1173->1189 1175 High <= 0.035 squared_error = 0.081 samples = 7 value = 251.786 1174->1175 1188 squared_error = 0.0 samples = 1 value = 252.6 1174->1188 1176 squared_error = 0.0 samples = 1 value = 251.25 1175->1176 1177 Prev Close <= 0.037 squared_error = 0.038 samples = 6 value = 251.875 1175->1177 1178 Prev Close <= 0.036 squared_error = 0.012 samples = 5 value = 251.8 1177->1178 1187 squared_error = 0.0 samples = 1 value = 252.25 1177->1187 1179 VWAP <= 0.037 squared_error = 0.007 samples = 3 value = 251.867 1178->1179 1184 High <= 0.035 squared_error = 0.003 samples = 2 value = 251.7 1178->1184 1180 squared_error = 0.0 samples = 1 value = 251.75 1179->1180 1181 VWAP <= 0.038 squared_error = 0.001 samples = 2 value = 251.925 1179->1181 1182 squared_error = 0.0 samples = 1 value = 251.95 1181->1182 1183 squared_error = -0.0 samples = 1 value = 251.9 1181->1183 1185 squared_error = 0.0 samples = 1 value = 251.65 1184->1185 1186 squared_error = 0.0 samples = 1 value = 251.75 1184->1186 1192 Prev Close <= 0.037 squared_error = 0.002 samples = 3 value = 252.9 1191->1192 1197 Low <= 0.039 squared_error = 0.076 samples = 2 value = 252.375 1191->1197 1193 Low <= 0.039 squared_error = 0.001 samples = 2 value = 252.875 1192->1193 1196 squared_error = -0.0 samples = 1 value = 252.95 1192->1196 1194 squared_error = 0.0 samples = 1 value = 252.9 1193->1194 1195 squared_error = 0.0 samples = 1 value = 252.85 1193->1195 1198 squared_error = 0.0 samples = 1 value = 252.1 1197->1198 1199 squared_error = -0.0 samples = 1 value = 252.65 1197->1199 1201 Open <= 0.039 squared_error = 0.002 samples = 2 value = 253.85 1200->1201 1204 Low <= 0.037 squared_error = 0.391 samples = 2 value = 252.975 1200->1204 1202 squared_error = 0.0 samples = 1 value = 253.9 1201->1202 1203 squared_error = -0.0 samples = 1 value = 253.8 1201->1203 1205 squared_error = 0.0 samples = 1 value = 253.6 1204->1205 1206 squared_error = 0.0 samples = 1 value = 252.35 1204->1206 1208 VWAP <= 0.039 squared_error = 1.814 samples = 14 value = 255.893 1207->1208 1235 Last <= 0.039 squared_error = 2.448 samples = 10 value = 258.225 1207->1235 1209 VWAP <= 0.038 squared_error = 1.133 samples = 5 value = 254.47 1208->1209 1218 Low <= 0.04 squared_error = 0.443 samples = 9 value = 256.683 1208->1218 1210 squared_error = 0.0 samples = 1 value = 252.65 1209->1210 1211 VWAP <= 0.038 squared_error = 0.381 samples = 4 value = 254.925 1209->1211 1212 squared_error = 0.0 samples = 1 value = 255.8 1211->1212 1213 Last <= 0.039 squared_error = 0.167 samples = 3 value = 254.633 1211->1213 1214 squared_error = 0.0 samples = 1 value = 255.15 1213->1214 1215 VWAP <= 0.039 squared_error = 0.051 samples = 2 value = 254.375 1213->1215 1216 squared_error = 0.0 samples = 1 value = 254.6 1215->1216 1217 squared_error = 0.0 samples = 1 value = 254.15 1215->1217 1219 Prev Close <= 0.039 squared_error = 0.047 samples = 3 value = 257.3 1218->1219 1224 Last <= 0.039 squared_error = 0.356 samples = 6 value = 256.375 1218->1224 1220 squared_error = 0.0 samples = 1 value = 257.6 1219->1220 1221 Prev Close <= 0.041 squared_error = 0.003 samples = 2 value = 257.15 1219->1221 1222 squared_error = 0.0 samples = 1 value = 257.1 1221->1222 1223 squared_error = 0.0 samples = 1 value = 257.2 1221->1223 1225 Low <= 0.041 squared_error = 0.175 samples = 5 value = 256.17 1224->1225 1234 squared_error = -0.0 samples = 1 value = 257.4 1224->1234 1226 Low <= 0.04 squared_error = 0.028 samples = 4 value = 255.975 1225->1226 1233 squared_error = -0.0 samples = 1 value = 256.95 1225->1233 1227 Last <= 0.039 squared_error = 0.006 samples = 2 value = 255.825 1226->1227 1230 Open <= 0.039 squared_error = 0.006 samples = 2 value = 256.125 1226->1230 1228 squared_error = 0.0 samples = 1 value = 255.9 1227->1228 1229 squared_error = 0.0 samples = 1 value = 255.75 1227->1229 1231 squared_error = 0.0 samples = 1 value = 256.05 1230->1231 1232 squared_error = -0.0 samples = 1 value = 256.2 1230->1232 1236 Prev Close <= 0.038 squared_error = 0.051 samples = 3 value = 256.533 1235->1236 1241 Volume_lag_1d <= 0.002 squared_error = 1.724 samples = 7 value = 258.95 1235->1241 1237 Open <= 0.042 squared_error = 0.016 samples = 2 value = 256.675 1236->1237 1240 squared_error = 0.0 samples = 1 value = 256.25 1236->1240 1238 squared_error = 0.0 samples = 1 value = 256.8 1237->1238 1239 squared_error = 0.0 samples = 1 value = 256.55 1237->1239 1242 squared_error = 0.0 samples = 1 value = 261.4 1241->1242 1243 Last <= 0.04 squared_error = 0.844 samples = 6 value = 258.542 1241->1243 1244 Volume_lag_1d <= 0.003 squared_error = 0.006 samples = 2 value = 257.325 1243->1244 1247 VWAP <= 0.04 squared_error = 0.153 samples = 4 value = 259.15 1243->1247 1245 squared_error = 0.0 samples = 1 value = 257.4 1244->1245 1246 squared_error = 0.0 samples = 1 value = 257.25 1244->1246 1248 squared_error = 0.0 samples = 1 value = 258.5 1247->1248 1249 Last <= 0.04 squared_error = 0.016 samples = 3 value = 259.367 1247->1249 1250 squared_error = 0.0 samples = 1 value = 259.2 1249->1250 1251 Open <= 0.04 squared_error = 0.002 samples = 2 value = 259.45 1249->1251 1252 squared_error = 0.0 samples = 1 value = 259.4 1251->1252 1253 squared_error = 0.0 samples = 1 value = 259.5 1251->1253 1255 Last <= 0.044 squared_error = 14.605 samples = 39 value = 266.073 1254->1255 1330 Last <= 0.049 squared_error = 17.686 samples = 47 value = 279.543 1254->1330 1256 Last <= 0.042 squared_error = 5.555 samples = 28 value = 264.077 1255->1256 1311 Low <= 0.046 squared_error = 1.674 samples = 11 value = 271.155 1255->1311 1257 Volume_lag_1d <= 0.001 squared_error = 2.283 samples = 14 value = 262.214 1256->1257 1284 VWAP <= 0.042 squared_error = 1.89 samples = 14 value = 265.939 1256->1284 1258 Low <= 0.04 squared_error = 1.051 samples = 2 value = 265.025 1257->1258 1261 Low <= 0.038 squared_error = 0.953 samples = 12 value = 261.746 1257->1261 1259 squared_error = 0.0 samples = 1 value = 264.0 1258->1259 1260 squared_error = 0.0 samples = 1 value = 266.05 1258->1260 1262 squared_error = 0.0 samples = 1 value = 259.85 1261->1262 1263 Prev Close <= 0.04 squared_error = 0.683 samples = 11 value = 261.918 1261->1263 1264 Prev Close <= 0.04 squared_error = 0.361 samples = 5 value = 261.35 1263->1264 1273 Volume_lag_1d <= 0.002 squared_error = 0.458 samples = 6 value = 262.392 1263->1273 1265 Volume_lag_1d <= 0.001 squared_error = 0.198 samples = 4 value = 261.575 1264->1265 1272 squared_error = 0.0 samples = 1 value = 260.45 1264->1272 1266 squared_error = 0.0 samples = 1 value = 262.25 1265->1266 1267 Volume_lag_1d <= 0.004 squared_error = 0.062 samples = 3 value = 261.35 1265->1267 1268 Open <= 0.042 squared_error = 0.001 samples = 2 value = 261.175 1267->1268 1271 squared_error = -0.0 samples = 1 value = 261.7 1267->1271 1269 squared_error = 0.0 samples = 1 value = 261.15 1268->1269 1270 squared_error = 0.0 samples = 1 value = 261.2 1268->1270 1274 Open <= 0.042 squared_error = 0.144 samples = 3 value = 262.867 1273->1274 1279 Low <= 0.043 squared_error = 0.321 samples = 3 value = 261.917 1273->1279 1275 Prev Close <= 0.042 squared_error = 0.002 samples = 2 value = 262.6 1274->1275 1278 squared_error = -0.0 samples = 1 value = 263.4 1274->1278 1276 squared_error = 0.0 samples = 1 value = 262.65 1275->1276 1277 squared_error = -0.0 samples = 1 value = 262.55 1275->1277 1280 squared_error = 0.0 samples = 1 value = 261.15 1279->1280 1281 VWAP <= 0.043 squared_error = 0.04 samples = 2 value = 262.3 1279->1281 1282 squared_error = 0.0 samples = 1 value = 262.1 1281->1282 1283 squared_error = 0.0 samples = 1 value = 262.5 1281->1283 1285 squared_error = 0.0 samples = 1 value = 269.6 1284->1285 1286 VWAP <= 0.045 squared_error = 0.925 samples = 13 value = 265.658 1284->1286 1287 Volume_lag_1d <= 0.003 squared_error = 0.266 samples = 11 value = 265.305 1286->1287 1308 VWAP <= 0.045 squared_error = 0.09 samples = 2 value = 267.6 1286->1308 1288 Prev Close <= 0.044 squared_error = 0.227 samples = 8 value = 265.494 1287->1288 1303 Open <= 0.043 squared_error = 0.022 samples = 3 value = 264.8 1287->1303 1289 Last <= 0.043 squared_error = 0.073 samples = 4 value = 265.875 1288->1289 1296 Volume_lag_1d <= 0.002 squared_error = 0.089 samples = 4 value = 265.112 1288->1296 1290 Volume_lag_1d <= 0.001 squared_error = 0.017 samples = 3 value = 265.733 1289->1290 1295 squared_error = 0.0 samples = 1 value = 266.3 1289->1295 1291 squared_error = 0.0 samples = 1 value = 265.55 1290->1291 1292 Low <= 0.044 squared_error = 0.001 samples = 2 value = 265.825 1290->1292 1293 squared_error = 0.0 samples = 1 value = 265.85 1292->1293 1294 squared_error = -0.0 samples = 1 value = 265.8 1292->1294 1297 squared_error = 0.0 samples = 1 value = 264.65 1296->1297 1298 Prev Close <= 0.045 squared_error = 0.024 samples = 3 value = 265.267 1296->1298 1299 Last <= 0.043 squared_error = 0.001 samples = 2 value = 265.375 1298->1299 1302 squared_error = -0.0 samples = 1 value = 265.05 1298->1302 1300 squared_error = 0.0 samples = 1 value = 265.35 1299->1300 1301 squared_error = 0.0 samples = 1 value = 265.4 1299->1301 1304 High <= 0.043 squared_error = 0.003 samples = 2 value = 264.9 1303->1304 1307 squared_error = -0.0 samples = 1 value = 264.6 1303->1307 1305 squared_error = 0.0 samples = 1 value = 264.85 1304->1305 1306 squared_error = 0.0 samples = 1 value = 264.95 1304->1306 1309 squared_error = 0.0 samples = 1 value = 267.9 1308->1309 1310 squared_error = -0.0 samples = 1 value = 267.3 1308->1310 1312 High <= 0.044 squared_error = 1.003 samples = 7 value = 271.779 1311->1312 1325 Last <= 0.045 squared_error = 0.975 samples = 4 value = 270.062 1311->1325 1313 High <= 0.044 squared_error = 0.472 samples = 4 value = 271.1 1312->1313 1320 Low <= 0.044 squared_error = 0.277 samples = 3 value = 272.683 1312->1320 1314 VWAP <= 0.045 squared_error = 0.042 samples = 3 value = 271.483 1313->1314 1319 squared_error = -0.0 samples = 1 value = 269.95 1313->1319 1315 squared_error = 0.0 samples = 1 value = 271.75 1314->1315 1316 Open <= 0.044 squared_error = 0.01 samples = 2 value = 271.35 1314->1316 1317 squared_error = 0.0 samples = 1 value = 271.25 1316->1317 1318 squared_error = -0.0 samples = 1 value = 271.45 1316->1318 1321 Open <= 0.043 squared_error = 0.031 samples = 2 value = 272.325 1320->1321 1324 squared_error = 0.0 samples = 1 value = 273.4 1320->1324 1322 squared_error = 0.0 samples = 1 value = 272.15 1321->1322 1323 squared_error = 0.0 samples = 1 value = 272.5 1321->1323 1326 Low <= 0.046 squared_error = 0.109 samples = 3 value = 269.517 1325->1326 1329 squared_error = -0.0 samples = 1 value = 271.7 1325->1329 1327 squared_error = 0.0 samples = 1 value = 269.05 1326->1327 1328 squared_error = 0.0 samples = 2 value = 269.75 1326->1328 1331 Last <= 0.047 squared_error = 5.613 samples = 33 value = 277.392 1330->1331 1394 Last <= 0.051 squared_error = 9.562 samples = 14 value = 284.611 1330->1394 1332 Last <= 0.046 squared_error = 1.578 samples = 12 value = 274.908 1331->1332 1353 Last <= 0.048 squared_error = 2.377 samples = 21 value = 278.812 1331->1353 1333 Open <= 0.046 squared_error = 0.26 samples = 4 value = 273.35 1332->1333 1340 Volume_lag_1d <= 0.011 squared_error = 0.416 samples = 8 value = 275.688 1332->1340 1334 squared_error = 0.0 samples = 1 value = 274.15 1333->1334 1335 VWAP <= 0.047 squared_error = 0.062 samples = 3 value = 273.083 1333->1335 1336 Prev Close <= 0.042 squared_error = 0.01 samples = 2 value = 273.25 1335->1336 1339 squared_error = 0.0 samples = 1 value = 272.75 1335->1339 1337 squared_error = 0.0 samples = 1 value = 273.15 1336->1337 1338 squared_error = 0.0 samples = 1 value = 273.35 1336->1338 1341 Low <= 0.045 squared_error = 0.291 samples = 7 value = 275.536 1340->1341 1352 squared_error = 0.0 samples = 1 value = 276.75 1340->1352 1342 squared_error = 0.0 samples = 1 value = 276.6 1341->1342 1343 Prev Close <= 0.048 squared_error = 0.12 samples = 6 value = 275.358 1341->1343 1344 Low <= 0.047 squared_error = 0.027 samples = 3 value = 275.033 1343->1344 1349 Last <= 0.047 squared_error = 0.001 samples = 3 value = 275.683 1343->1349 1345 squared_error = 0.0 samples = 1 value = 275.25 1344->1345 1346 Last <= 0.047 squared_error = 0.006 samples = 2 value = 274.925 1344->1346 1347 squared_error = 0.0 samples = 1 value = 274.85 1346->1347 1348 squared_error = 0.0 samples = 1 value = 275.0 1346->1348 1350 squared_error = 0.0 samples = 1 value = 275.65 1349->1350 1351 squared_error = 0.0 samples = 2 value = 275.7 1349->1351 1354 Low <= 0.049 squared_error = 0.604 samples = 12 value = 277.775 1353->1354 1377 VWAP <= 0.05 squared_error = 1.397 samples = 9 value = 280.194 1353->1377 1355 Low <= 0.048 squared_error = 0.235 samples = 8 value = 277.331 1354->1355 1370 Open <= 0.048 squared_error = 0.16 samples = 4 value = 278.662 1354->1370 1356 Low <= 0.048 squared_error = 0.043 samples = 4 value = 277.775 1355->1356 1363 Volume_lag_1d <= 0.004 squared_error = 0.033 samples = 4 value = 276.888 1355->1363 1357 VWAP <= 0.049 squared_error = 0.011 samples = 3 value = 277.883 1356->1357 1362 squared_error = -0.0 samples = 1 value = 277.45 1356->1362 1358 Last <= 0.048 squared_error = 0.002 samples = 2 value = 277.95 1357->1358 1361 squared_error = 0.0 samples = 1 value = 277.75 1357->1361 1359 squared_error = 0.0 samples = 1 value = 277.9 1358->1359 1360 squared_error = -0.0 samples = 1 value = 278.0 1358->1360 1364 Low <= 0.048 squared_error = 0.007 samples = 3 value = 276.983 1363->1364 1369 squared_error = -0.0 samples = 1 value = 276.6 1363->1369 1365 squared_error = 0.0 samples = 1 value = 277.1 1364->1365 1366 Low <= 0.049 squared_error = 0.001 samples = 2 value = 276.925 1364->1366 1367 squared_error = 0.0 samples = 1 value = 276.95 1366->1367 1368 squared_error = 0.0 samples = 1 value = 276.9 1366->1368 1371 Prev Close <= 0.048 squared_error = 0.004 samples = 3 value = 278.433 1370->1371 1376 squared_error = -0.0 samples = 1 value = 279.35 1370->1376 1372 Open <= 0.048 squared_error = 0.001 samples = 2 value = 278.475 1371->1372 1375 squared_error = 0.0 samples = 1 value = 278.35 1371->1375 1373 squared_error = 0.0 samples = 1 value = 278.45 1372->1373 1374 squared_error = -0.0 samples = 1 value = 278.5 1372->1374 1378 High <= 0.047 squared_error = 0.298 samples = 7 value = 279.743 1377->1378 1391 Volume_lag_1d <= 0.002 squared_error = 2.031 samples = 2 value = 281.775 1377->1391 1379 squared_error = 0.0 samples = 1 value = 278.85 1378->1379 1380 Prev Close <= 0.049 squared_error = 0.193 samples = 6 value = 279.892 1378->1380 1381 VWAP <= 0.048 squared_error = 0.099 samples = 5 value = 280.04 1380->1381 1390 squared_error = -0.0 samples = 1 value = 279.15 1380->1390 1382 squared_error = 0.0 samples = 1 value = 279.65 1381->1382 1383 Low <= 0.05 squared_error = 0.077 samples = 4 value = 280.138 1381->1383 1384 VWAP <= 0.049 squared_error = 0.017 samples = 3 value = 280.283 1383->1384 1389 squared_error = 0.0 samples = 1 value = 279.7 1383->1389 1385 Open <= 0.045 squared_error = 0.001 samples = 2 value = 280.375 1384->1385 1388 squared_error = -0.0 samples = 1 value = 280.1 1384->1388 1386 squared_error = 0.0 samples = 1 value = 280.4 1385->1386 1387 squared_error = 0.0 samples = 1 value = 280.35 1385->1387 1392 squared_error = 0.0 samples = 1 value = 280.35 1391->1392 1393 squared_error = 0.0 samples = 1 value = 283.2 1391->1393 1395 VWAP <= 0.05 squared_error = 1.712 samples = 10 value = 282.805 1394->1395 1412 High <= 0.051 squared_error = 0.656 samples = 4 value = 289.125 1394->1412 1396 Open <= 0.05 squared_error = 0.231 samples = 4 value = 281.4 1395->1396 1403 Low <= 0.052 squared_error = 0.506 samples = 6 value = 283.742 1395->1403 1397 Low <= 0.049 squared_error = 0.006 samples = 2 value = 281.875 1396->1397 1400 VWAP <= 0.049 squared_error = 0.006 samples = 2 value = 280.925 1396->1400 1398 squared_error = 0.0 samples = 1 value = 281.95 1397->1398 1399 squared_error = -0.0 samples = 1 value = 281.8 1397->1399 1401 squared_error = 0.0 samples = 1 value = 281.0 1400->1401 1402 squared_error = 0.0 samples = 1 value = 280.85 1400->1402 1404 Prev Close <= 0.049 squared_error = 0.067 samples = 3 value = 283.067 1403->1404 1407 Volume_lag_1d <= 0.002 squared_error = 0.034 samples = 3 value = 284.417 1403->1407 1405 squared_error = 0.0 samples = 2 value = 283.25 1404->1405 1406 squared_error = -0.0 samples = 1 value = 282.7 1404->1406 1408 Last <= 0.05 squared_error = 0.01 samples = 2 value = 284.3 1407->1408 1411 squared_error = 0.0 samples = 1 value = 284.65 1407->1411 1409 squared_error = 0.0 samples = 1 value = 284.4 1408->1409 1410 squared_error = 0.0 samples = 1 value = 284.2 1408->1410 1413 squared_error = 0.0 samples = 1 value = 287.85 1412->1413 1414 Open <= 0.051 squared_error = 0.152 samples = 3 value = 289.55 1412->1414 1415 Low <= 0.05 squared_error = 0.001 samples = 2 value = 289.825 1414->1415 1418 squared_error = 0.0 samples = 1 value = 289.0 1414->1418 1416 squared_error = 0.0 samples = 1 value = 289.85 1415->1416 1417 squared_error = -0.0 samples = 1 value = 289.8 1415->1417 1420 Low <= 0.063 squared_error = 86.029 samples = 41 value = 309.371 1419->1420 1499 Last <= 0.085 squared_error = 80.265 samples = 142 value = 368.576 1419->1499 1421 Last <= 0.059 squared_error = 24.886 samples = 30 value = 304.952 1420->1421 1478 Last <= 0.067 squared_error = 54.275 samples = 11 value = 321.423 1420->1478 1422 Last <= 0.057 squared_error = 6.402 samples = 15 value = 300.567 1421->1422 1449 Volume_lag_1d <= 0.003 squared_error = 4.913 samples = 15 value = 309.337 1421->1449 1423 Prev Close <= 0.053 squared_error = 3.43 samples = 8 value = 298.612 1422->1423 1438 Volume_lag_1d <= 0.001 squared_error = 0.446 samples = 7 value = 302.8 1422->1438 1424 squared_error = 0.0 samples = 1 value = 294.45 1423->1424 1425 Last <= 0.056 squared_error = 1.092 samples = 7 value = 299.207 1423->1425 1426 Last <= 0.055 squared_error = 0.203 samples = 2 value = 297.9 1425->1426 1429 VWAP <= 0.059 squared_error = 0.491 samples = 5 value = 299.73 1425->1429 1427 squared_error = 0.0 samples = 1 value = 297.45 1426->1427 1428 squared_error = 0.0 samples = 1 value = 298.35 1426->1428 1430 Low <= 0.059 squared_error = 0.109 samples = 4 value = 299.412 1429->1430 1437 squared_error = 0.0 samples = 1 value = 301.0 1429->1437 1431 High <= 0.055 squared_error = 0.051 samples = 3 value = 299.567 1430->1431 1436 squared_error = -0.0 samples = 1 value = 298.95 1430->1436 1432 squared_error = 0.0 samples = 1 value = 299.25 1431->1432 1433 Open <= 0.058 squared_error = 0.001 samples = 2 value = 299.725 1431->1433 1434 squared_error = 0.0 samples = 1 value = 299.7 1433->1434 1435 squared_error = -0.0 samples = 1 value = 299.75 1433->1435 1439 squared_error = 0.0 samples = 1 value = 304.1 1438->1439 1440 VWAP <= 0.059 squared_error = 0.191 samples = 6 value = 302.583 1438->1440 1441 Volume_lag_1d <= 0.003 squared_error = 0.021 samples = 5 value = 302.77 1440->1441 1448 squared_error = 0.0 samples = 1 value = 301.65 1440->1448 1442 Last <= 0.058 squared_error = 0.002 samples = 3 value = 302.883 1441->1442 1445 High <= 0.058 squared_error = 0.0 samples = 2 value = 302.6 1441->1445 1443 squared_error = 0.0 samples = 1 value = 302.95 1442->1443 1444 squared_error = -0.0 samples = 2 value = 302.85 1442->1444 1446 squared_error = 0.0 samples = 1 value = 302.6 1445->1446 1447 squared_error = 0.0 samples = 1 value = 302.6 1445->1447 1450 Open <= 0.061 squared_error = 0.98 samples = 5 value = 306.8 1449->1450 1459 Last <= 0.061 squared_error = 2.054 samples = 10 value = 310.605 1449->1459 1451 Volume_lag_1d <= 0.002 squared_error = 0.001 samples = 2 value = 307.875 1450->1451 1454 VWAP <= 0.06 squared_error = 0.349 samples = 3 value = 306.083 1450->1454 1452 squared_error = 0.0 samples = 1 value = 307.85 1451->1452 1453 squared_error = 0.0 samples = 1 value = 307.9 1451->1453 1455 squared_error = 0.0 samples = 1 value = 305.25 1454->1455 1456 Volume_lag_1d <= 0.001 squared_error = 0.003 samples = 2 value = 306.5 1454->1456 1457 squared_error = 0.0 samples = 1 value = 306.45 1456->1457 1458 squared_error = 0.0 samples = 1 value = 306.55 1456->1458 1460 Volume_lag_1d <= 0.007 squared_error = 0.178 samples = 5 value = 309.42 1459->1460 1469 Prev Close <= 0.056 squared_error = 1.122 samples = 5 value = 311.79 1459->1469 1461 Open <= 0.066 squared_error = 0.037 samples = 4 value = 309.612 1460->1461 1468 squared_error = -0.0 samples = 1 value = 308.65 1460->1468 1462 Prev Close <= 0.062 squared_error = 0.001 samples = 2 value = 309.425 1461->1462 1465 VWAP <= 0.063 squared_error = 0.003 samples = 2 value = 309.8 1461->1465 1463 squared_error = 0.0 samples = 1 value = 309.4 1462->1463 1464 squared_error = 0.0 samples = 1 value = 309.45 1462->1464 1466 squared_error = 0.0 samples = 1 value = 309.85 1465->1466 1467 squared_error = 0.0 samples = 1 value = 309.75 1465->1467 1470 squared_error = 0.0 samples = 1 value = 313.8 1469->1470 1471 Low <= 0.061 squared_error = 0.14 samples = 4 value = 311.288 1469->1471 1472 squared_error = 0.0 samples = 1 value = 311.9 1471->1472 1473 Last <= 0.062 squared_error = 0.021 samples = 3 value = 311.083 1471->1473 1474 squared_error = 0.0 samples = 1 value = 310.9 1473->1474 1475 Last <= 0.062 squared_error = 0.006 samples = 2 value = 311.175 1473->1475 1476 squared_error = 0.0 samples = 1 value = 311.25 1475->1476 1477 squared_error = 0.0 samples = 1 value = 311.1 1475->1477 1479 Last <= 0.065 squared_error = 3.673 samples = 7 value = 316.15 1478->1479 1492 Open <= 0.069 squared_error = 9.034 samples = 4 value = 330.65 1478->1492 1480 Last <= 0.064 squared_error = 1.073 samples = 5 value = 315.1 1479->1480 1489 Open <= 0.065 squared_error = 0.526 samples = 2 value = 318.775 1479->1489 1481 High <= 0.063 squared_error = 0.221 samples = 3 value = 314.317 1480->1481 1486 Low <= 0.065 squared_error = 0.051 samples = 2 value = 316.275 1480->1486 1482 Low <= 0.064 squared_error = 0.076 samples = 2 value = 314.025 1481->1482 1485 squared_error = 0.0 samples = 1 value = 314.9 1481->1485 1483 squared_error = 0.0 samples = 1 value = 313.75 1482->1483 1484 squared_error = 0.0 samples = 1 value = 314.3 1482->1484 1487 squared_error = 0.0 samples = 1 value = 316.05 1486->1487 1488 squared_error = 0.0 samples = 1 value = 316.5 1486->1488 1490 squared_error = 0.0 samples = 1 value = 318.05 1489->1490 1491 squared_error = 0.0 samples = 1 value = 319.5 1489->1491 1493 Volume_lag_1d <= 0.005 squared_error = 1.156 samples = 2 value = 327.825 1492->1493 1496 Open <= 0.071 squared_error = 0.951 samples = 2 value = 333.475 1492->1496 1494 squared_error = 0.0 samples = 1 value = 326.75 1493->1494 1495 squared_error = 0.0 samples = 1 value = 328.9 1493->1495 1497 squared_error = 0.0 samples = 1 value = 334.45 1496->1497 1498 squared_error = -0.0 samples = 1 value = 332.5 1496->1498 1500 Last <= 0.082 squared_error = 33.666 samples = 66 value = 360.826 1499->1500 1629 Last <= 0.088 squared_error = 23.269 samples = 76 value = 375.307 1499->1629 1501 Last <= 0.079 squared_error = 16.988 samples = 23 value = 354.243 1500->1501 1546 VWAP <= 0.083 squared_error = 7.017 samples = 43 value = 364.347 1500->1546 1502 Last <= 0.076 squared_error = 10.901 samples = 9 value = 350.511 1501->1502 1519 VWAP <= 0.081 squared_error = 6.188 samples = 14 value = 356.643 1501->1519 1503 Last <= 0.076 squared_error = 0.001 samples = 2 value = 344.975 1502->1503 1506 VWAP <= 0.081 squared_error = 2.757 samples = 7 value = 352.093 1502->1506 1504 squared_error = 0.0 samples = 1 value = 344.95 1503->1504 1505 squared_error = -0.0 samples = 1 value = 345.0 1503->1505 1507 High <= 0.083 squared_error = 1.153 samples = 6 value = 351.55 1506->1507 1518 squared_error = 0.0 samples = 1 value = 355.35 1506->1518 1508 VWAP <= 0.077 squared_error = 0.332 samples = 4 value = 350.875 1507->1508 1515 Last <= 0.079 squared_error = 0.062 samples = 2 value = 352.9 1507->1515 1509 squared_error = 0.0 samples = 1 value = 349.95 1508->1509 1510 Last <= 0.079 squared_error = 0.062 samples = 3 value = 351.183 1508->1510 1511 squared_error = 0.0 samples = 1 value = 350.85 1510->1511 1512 Last <= 0.079 squared_error = 0.01 samples = 2 value = 351.35 1510->1512 1513 squared_error = 0.0 samples = 1 value = 351.25 1512->1513 1514 squared_error = -0.0 samples = 1 value = 351.45 1512->1514 1516 squared_error = 0.0 samples = 1 value = 352.65 1515->1516 1517 squared_error = -0.0 samples = 1 value = 353.15 1515->1517 1520 Low <= 0.064 squared_error = 4.167 samples = 9 value = 355.333 1519->1520 1537 Open <= 0.083 squared_error = 1.183 samples = 5 value = 359.0 1519->1537 1521 squared_error = 0.0 samples = 1 value = 352.1 1520->1521 1522 Last <= 0.08 squared_error = 3.218 samples = 8 value = 355.738 1520->1522 1523 Low <= 0.081 squared_error = 0.384 samples = 4 value = 354.25 1522->1523 1530 VWAP <= 0.079 squared_error = 1.627 samples = 4 value = 357.225 1522->1530 1524 Prev Close <= 0.079 squared_error = 0.111 samples = 3 value = 353.933 1523->1524 1529 squared_error = -0.0 samples = 1 value = 355.2 1523->1529 1525 squared_error = 0.0 samples = 1 value = 354.4 1524->1525 1526 VWAP <= 0.081 squared_error = 0.003 samples = 2 value = 353.7 1524->1526 1527 squared_error = 0.0 samples = 1 value = 353.75 1526->1527 1528 squared_error = 0.0 samples = 1 value = 353.65 1526->1528 1531 squared_error = 0.0 samples = 1 value = 359.35 1530->1531 1532 VWAP <= 0.079 squared_error = 0.162 samples = 3 value = 356.517 1530->1532 1533 squared_error = 0.0 samples = 1 value = 355.95 1532->1533 1534 Volume_lag_1d <= 0.003 squared_error = 0.003 samples = 2 value = 356.8 1532->1534 1535 squared_error = 0.0 samples = 1 value = 356.85 1534->1535 1536 squared_error = 0.0 samples = 1 value = 356.75 1534->1536 1538 Prev Close <= 0.079 squared_error = 0.101 samples = 4 value = 359.525 1537->1538 1545 squared_error = 0.0 samples = 1 value = 356.9 1537->1545 1539 squared_error = 0.0 samples = 1 value = 360.05 1538->1539 1540 Open <= 0.081 squared_error = 0.012 samples = 3 value = 359.35 1538->1540 1541 squared_error = 0.0 samples = 1 value = 359.5 1540->1541 1542 Volume_lag_1d <= 0.002 squared_error = 0.001 samples = 2 value = 359.275 1540->1542 1543 squared_error = 0.0 samples = 1 value = 359.25 1542->1543 1544 squared_error = 0.0 samples = 1 value = 359.3 1542->1544 1547 Prev Close <= 0.077 squared_error = 2.684 samples = 13 value = 361.185 1546->1547 1572 Last <= 0.084 squared_error = 2.685 samples = 30 value = 365.717 1546->1572 1548 squared_error = 0.0 samples = 1 value = 357.65 1547->1548 1549 Last <= 0.083 squared_error = 1.78 samples = 12 value = 361.479 1547->1549 1550 Low <= 0.084 squared_error = 1.112 samples = 8 value = 360.869 1549->1550 1565 Last <= 0.084 squared_error = 0.879 samples = 4 value = 362.7 1549->1565 1551 Prev Close <= 0.082 squared_error = 0.532 samples = 6 value = 360.425 1550->1551 1562 VWAP <= 0.083 squared_error = 0.49 samples = 2 value = 362.2 1550->1562 1552 Low <= 0.083 squared_error = 0.051 samples = 2 value = 359.575 1551->1552 1555 VWAP <= 0.082 squared_error = 0.231 samples = 4 value = 360.85 1551->1555 1553 squared_error = 0.0 samples = 1 value = 359.8 1552->1553 1554 squared_error = -0.0 samples = 1 value = 359.35 1552->1554 1556 squared_error = 0.0 samples = 1 value = 361.55 1555->1556 1557 High <= 0.091 squared_error = 0.091 samples = 3 value = 360.617 1555->1557 1558 Low <= 0.083 squared_error = 0.006 samples = 2 value = 360.825 1557->1558 1561 squared_error = -0.0 samples = 1 value = 360.2 1557->1561 1559 squared_error = 0.0 samples = 1 value = 360.75 1558->1559 1560 squared_error = 0.0 samples = 1 value = 360.9 1558->1560 1563 squared_error = 0.0 samples = 1 value = 362.9 1562->1563 1564 squared_error = 0.0 samples = 1 value = 361.5 1562->1564 1566 VWAP <= 0.081 squared_error = 0.172 samples = 3 value = 362.2 1565->1566 1571 squared_error = 0.0 samples = 1 value = 364.2 1565->1571 1567 Prev Close <= 0.079 squared_error = 0.031 samples = 2 value = 362.475 1566->1567 1570 squared_error = -0.0 samples = 1 value = 361.65 1566->1570 1568 squared_error = 0.0 samples = 1 value = 362.65 1567->1568 1569 squared_error = -0.0 samples = 1 value = 362.3 1567->1569 1573 Last <= 0.083 squared_error = 1.451 samples = 9 value = 364.194 1572->1573 1588 VWAP <= 0.087 squared_error = 1.795 samples = 21 value = 366.369 1572->1588 1574 squared_error = 0.0 samples = 1 value = 361.3 1573->1574 1575 High <= 0.086 squared_error = 0.454 samples = 8 value = 364.556 1573->1575 1576 VWAP <= 0.085 squared_error = 0.044 samples = 7 value = 364.8 1575->1576 1587 squared_error = 0.0 samples = 1 value = 362.85 1575->1587 1577 High <= 0.083 squared_error = 0.041 samples = 3 value = 364.617 1576->1577 1582 VWAP <= 0.085 squared_error = 0.002 samples = 4 value = 364.938 1576->1582 1578 squared_error = 0.0 samples = 1 value = 364.9 1577->1578 1579 Last <= 0.084 squared_error = 0.001 samples = 2 value = 364.475 1577->1579 1580 squared_error = 0.0 samples = 1 value = 364.45 1579->1580 1581 squared_error = -0.0 samples = 1 value = 364.5 1579->1581 1583 Prev Close <= 0.085 squared_error = 0.001 samples = 3 value = 364.917 1582->1583 1586 squared_error = 0.0 samples = 1 value = 365.0 1582->1586 1584 squared_error = 0.0 samples = 1 value = 364.95 1583->1584 1585 squared_error = 0.0 samples = 2 value = 364.9 1583->1585 1589 Prev Close <= 0.085 squared_error = 1.117 samples = 18 value = 366.003 1588->1589 1624 Low <= 0.087 squared_error = 0.227 samples = 3 value = 368.567 1588->1624 1590 Last <= 0.085 squared_error = 0.735 samples = 13 value = 365.658 1589->1590 1615 Last <= 0.084 squared_error = 0.995 samples = 5 value = 366.9 1589->1615 1591 Volume_lag_1d <= 0.001 squared_error = 0.336 samples = 9 value = 365.328 1590->1591 1608 High <= 0.084 squared_error = 0.839 samples = 4 value = 366.4 1590->1608 1592 Open <= 0.085 squared_error = 0.01 samples = 2 value = 366.2 1591->1592 1595 Low <= 0.084 squared_error = 0.149 samples = 7 value = 365.079 1591->1595 1593 squared_error = 0.0 samples = 1 value = 366.1 1592->1593 1594 squared_error = -0.0 samples = 1 value = 366.3 1592->1594 1596 squared_error = 0.0 samples = 1 value = 364.25 1595->1596 1597 VWAP <= 0.085 squared_error = 0.041 samples = 6 value = 365.217 1595->1597 1598 High <= 0.084 squared_error = 0.029 samples = 3 value = 365.367 1597->1598 1603 Last <= 0.084 squared_error = 0.007 samples = 3 value = 365.067 1597->1603 1599 Volume_lag_1d <= 0.003 squared_error = 0.003 samples = 2 value = 365.25 1598->1599 1602 squared_error = -0.0 samples = 1 value = 365.6 1598->1602 1600 squared_error = 0.0 samples = 1 value = 365.3 1599->1600 1601 squared_error = 0.0 samples = 1 value = 365.2 1599->1601 1604 squared_error = 0.0 samples = 1 value = 364.95 1603->1604 1605 Open <= 0.085 squared_error = 0.001 samples = 2 value = 365.125 1603->1605 1606 squared_error = 0.0 samples = 1 value = 365.15 1605->1606 1607 squared_error = -0.0 samples = 1 value = 365.1 1605->1607 1609 Low <= 0.083 squared_error = 0.051 samples = 3 value = 366.917 1608->1609 1614 squared_error = -0.0 samples = 1 value = 364.85 1608->1614 1610 squared_error = 0.0 samples = 1 value = 367.2 1609->1610 1611 Low <= 0.084 squared_error = 0.016 samples = 2 value = 366.775 1609->1611 1612 squared_error = 0.0 samples = 1 value = 366.9 1611->1612 1613 squared_error = 0.0 samples = 1 value = 366.65 1611->1613 1616 squared_error = 0.0 samples = 1 value = 365.0 1615->1616 1617 Prev Close <= 0.086 squared_error = 0.116 samples = 4 value = 367.375 1615->1617 1618 squared_error = 0.0 samples = 1 value = 366.8 1617->1618 1619 Low <= 0.083 squared_error = 0.007 samples = 3 value = 367.567 1617->1619 1620 squared_error = 0.0 samples = 1 value = 367.45 1619->1620 1621 Volume_lag_1d <= 0.001 squared_error = 0.001 samples = 2 value = 367.625 1619->1621 1622 squared_error = 0.0 samples = 1 value = 367.65 1621->1622 1623 squared_error = -0.0 samples = 1 value = 367.6 1621->1623 1625 High <= 0.09 squared_error = 0.04 samples = 2 value = 368.25 1624->1625 1628 squared_error = -0.0 samples = 1 value = 369.2 1624->1628 1626 squared_error = 0.0 samples = 1 value = 368.05 1625->1626 1627 squared_error = 0.0 samples = 1 value = 368.45 1625->1627 1630 Last <= 0.087 squared_error = 5.916 samples = 41 value = 371.53 1629->1630 1705 Last <= 0.091 squared_error = 7.328 samples = 35 value = 379.73 1629->1705 1631 VWAP <= 0.086 squared_error = 1.738 samples = 29 value = 370.15 1630->1631 1684 Low <= 0.088 squared_error = 0.276 samples = 12 value = 374.867 1630->1684 1632 Volume_lag_1d <= 0.003 squared_error = 0.317 samples = 13 value = 369.162 1631->1632 1655 Low <= 0.089 squared_error = 1.455 samples = 16 value = 370.953 1631->1655 1633 VWAP <= 0.086 squared_error = 0.307 samples = 8 value = 369.431 1632->1633 1648 High <= 0.084 squared_error = 0.029 samples = 5 value = 368.73 1632->1648 1634 Open <= 0.084 squared_error = 0.178 samples = 6 value = 369.667 1633->1634 1645 Low <= 0.086 squared_error = 0.031 samples = 2 value = 368.725 1633->1645 1635 VWAP <= 0.085 squared_error = 0.016 samples = 2 value = 369.175 1634->1635 1638 Prev Close <= 0.085 squared_error = 0.078 samples = 4 value = 369.912 1634->1638 1636 squared_error = 0.0 samples = 1 value = 369.3 1635->1636 1637 squared_error = 0.0 samples = 1 value = 369.05 1635->1637 1639 Last <= 0.086 squared_error = 0.016 samples = 2 value = 370.175 1638->1639 1642 Last <= 0.086 squared_error = 0.002 samples = 2 value = 369.65 1638->1642 1640 squared_error = 0.0 samples = 1 value = 370.05 1639->1640 1641 squared_error = 0.0 samples = 1 value = 370.3 1639->1641 1643 squared_error = 0.0 samples = 1 value = 369.7 1642->1643 1644 squared_error = 0.0 samples = 1 value = 369.6 1642->1644 1646 squared_error = 0.0 samples = 1 value = 368.9 1645->1646 1647 squared_error = -0.0 samples = 1 value = 368.55 1645->1647 1649 Open <= 0.086 squared_error = 0.01 samples = 2 value = 368.55 1648->1649 1652 Open <= 0.083 squared_error = 0.005 samples = 3 value = 368.85 1648->1652 1650 squared_error = 0.0 samples = 1 value = 368.45 1649->1650 1651 squared_error = 0.0 samples = 1 value = 368.65 1649->1651 1653 squared_error = 0.0 samples = 1 value = 368.75 1652->1653 1654 squared_error = -0.0 samples = 2 value = 368.9 1652->1654 1656 Open <= 0.087 squared_error = 1.246 samples = 13 value = 370.65 1655->1656 1679 VWAP <= 0.088 squared_error = 0.234 samples = 3 value = 372.267 1655->1679 1657 VWAP <= 0.087 squared_error = 0.493 samples = 4 value = 371.825 1656->1657 1664 High <= 0.086 squared_error = 0.695 samples = 9 value = 370.128 1656->1664 1658 High <= 0.085 squared_error = 0.191 samples = 3 value = 371.483 1657->1658 1663 squared_error = 0.0 samples = 1 value = 372.85 1657->1663 1659 squared_error = 0.0 samples = 1 value = 370.9 1658->1659 1660 High <= 0.086 squared_error = 0.031 samples = 2 value = 371.775 1658->1660 1661 squared_error = 0.0 samples = 1 value = 371.6 1660->1661 1662 squared_error = 0.0 samples = 1 value = 371.95 1660->1662 1665 VWAP <= 0.087 squared_error = 0.629 samples = 3 value = 371.033 1664->1665 1670 Last <= 0.086 squared_error = 0.112 samples = 6 value = 369.675 1664->1670 1666 VWAP <= 0.087 squared_error = 0.09 samples = 2 value = 370.5 1665->1666 1669 squared_error = 0.0 samples = 1 value = 372.1 1665->1669 1667 squared_error = 0.0 samples = 1 value = 370.2 1666->1667 1668 squared_error = 0.0 samples = 1 value = 370.8 1666->1668 1671 High <= 0.086 squared_error = 0.061 samples = 4 value = 369.85 1670->1671 1676 VWAP <= 0.087 squared_error = 0.031 samples = 2 value = 369.325 1670->1676 1672 squared_error = 0.0 samples = 1 value = 369.5 1671->1672 1673 VWAP <= 0.087 squared_error = 0.027 samples = 3 value = 369.967 1671->1673 1674 squared_error = 0.0 samples = 1 value = 370.2 1673->1674 1675 squared_error = 0.0 samples = 2 value = 369.85 1673->1675 1677 squared_error = 0.0 samples = 1 value = 369.15 1676->1677 1678 squared_error = 0.0 samples = 1 value = 369.5 1676->1678 1680 Last <= 0.087 squared_error = 0.001 samples = 2 value = 371.925 1679->1680 1683 squared_error = -0.0 samples = 1 value = 372.95 1679->1683 1681 squared_error = 0.0 samples = 1 value = 371.9 1680->1681 1682 squared_error = 0.0 samples = 1 value = 371.95 1680->1682 1685 High <= 0.086 squared_error = 0.106 samples = 2 value = 374.075 1684->1685 1688 Prev Close <= 0.088 squared_error = 0.159 samples = 10 value = 375.025 1684->1688 1686 squared_error = 0.0 samples = 1 value = 373.75 1685->1686 1687 squared_error = 0.0 samples = 1 value = 374.4 1685->1687 1689 VWAP <= 0.088 squared_error = 0.016 samples = 4 value = 374.75 1688->1689 1696 Low <= 0.09 squared_error = 0.17 samples = 6 value = 375.208 1688->1696 1690 squared_error = 0.0 samples = 1 value = 374.55 1689->1690 1691 Open <= 0.089 squared_error = 0.004 samples = 3 value = 374.817 1689->1691 1692 Low <= 0.089 squared_error = 0.001 samples = 2 value = 374.775 1691->1692 1695 squared_error = 0.0 samples = 1 value = 374.9 1691->1695 1693 squared_error = 0.0 samples = 1 value = 374.8 1692->1693 1694 squared_error = 0.0 samples = 1 value = 374.75 1692->1694 1697 Low <= 0.089 squared_error = 0.116 samples = 3 value = 375.533 1696->1697 1702 VWAP <= 0.089 squared_error = 0.014 samples = 3 value = 374.883 1696->1702 1698 High <= 0.088 squared_error = 0.01 samples = 2 value = 375.3 1697->1698 1701 squared_error = 0.0 samples = 1 value = 376.0 1697->1701 1699 squared_error = 0.0 samples = 1 value = 375.2 1698->1699 1700 squared_error = 0.0 samples = 1 value = 375.4 1698->1700 1703 squared_error = -0.0 samples = 2 value = 374.8 1702->1703 1704 squared_error = 0.0 samples = 1 value = 375.05 1702->1704 1706 High <= 0.088 squared_error = 2.923 samples = 19 value = 377.797 1705->1706 1743 High <= 0.095 squared_error = 2.856 samples = 16 value = 382.025 1705->1743 1707 Last <= 0.089 squared_error = 1.311 samples = 6 value = 375.975 1706->1707 1718 Open <= 0.092 squared_error = 1.426 samples = 13 value = 378.638 1706->1718 1708 VWAP <= 0.088 squared_error = 0.29 samples = 4 value = 375.238 1707->1708 1715 Open <= 0.088 squared_error = 0.09 samples = 2 value = 377.45 1707->1715 1709 Low <= 0.086 squared_error = 0.002 samples = 2 value = 374.7 1708->1709 1712 Last <= 0.089 squared_error = 0.001 samples = 2 value = 375.775 1708->1712 1710 squared_error = 0.0 samples = 1 value = 374.75 1709->1710 1711 squared_error = -0.0 samples = 1 value = 374.65 1709->1711 1713 squared_error = 0.0 samples = 1 value = 375.8 1712->1713 1714 squared_error = 0.0 samples = 1 value = 375.75 1712->1714 1716 squared_error = 0.0 samples = 1 value = 377.15 1715->1716 1717 squared_error = -0.0 samples = 1 value = 377.75 1715->1717 1719 Last <= 0.089 squared_error = 0.565 samples = 11 value = 378.25 1718->1719 1740 Low <= 0.091 squared_error = 0.766 samples = 2 value = 380.775 1718->1740 1720 squared_error = 0.0 samples = 1 value = 376.4 1719->1720 1721 Open <= 0.089 squared_error = 0.246 samples = 10 value = 378.435 1719->1721 1722 Low <= 0.089 squared_error = 0.084 samples = 3 value = 379.067 1721->1722 1727 Last <= 0.09 squared_error = 0.071 samples = 7 value = 378.164 1721->1727 1723 Volume_lag_1d <= 0.002 squared_error = 0.016 samples = 2 value = 378.875 1722->1723 1726 squared_error = -0.0 samples = 1 value = 379.45 1722->1726 1724 squared_error = 0.0 samples = 1 value = 379.0 1723->1724 1725 squared_error = 0.0 samples = 1 value = 378.75 1723->1725 1728 Open <= 0.089 squared_error = 0.04 samples = 2 value = 377.85 1727->1728 1731 Last <= 0.09 squared_error = 0.027 samples = 5 value = 378.29 1727->1731 1729 squared_error = 0.0 samples = 1 value = 377.65 1728->1729 1730 squared_error = -0.0 samples = 1 value = 378.05 1728->1730 1732 Prev Close <= 0.088 squared_error = 0.012 samples = 3 value = 378.4 1731->1732 1737 VWAP <= 0.09 squared_error = 0.006 samples = 2 value = 378.125 1731->1737 1733 squared_error = 0.0 samples = 1 value = 378.55 1732->1733 1734 Volume_lag_1d <= 0.001 squared_error = 0.001 samples = 2 value = 378.325 1732->1734 1735 squared_error = 0.0 samples = 1 value = 378.35 1734->1735 1736 squared_error = 0.0 samples = 1 value = 378.3 1734->1736 1738 squared_error = 0.0 samples = 1 value = 378.2 1737->1738 1739 squared_error = -0.0 samples = 1 value = 378.05 1737->1739 1741 squared_error = 0.0 samples = 1 value = 381.65 1740->1741 1742 squared_error = -0.0 samples = 1 value = 379.9 1740->1742 1744 VWAP <= 0.092 squared_error = 0.79 samples = 13 value = 381.442 1743->1744 1767 Open <= 0.097 squared_error = 3.965 samples = 3 value = 384.55 1743->1767 1745 Low <= 0.087 squared_error = 0.576 samples = 10 value = 381.13 1744->1745 1762 Last <= 0.091 squared_error = 0.094 samples = 3 value = 382.483 1744->1762 1746 squared_error = 0.0 samples = 1 value = 379.8 1745->1746 1747 Prev Close <= 0.089 squared_error = 0.421 samples = 9 value = 381.278 1745->1747 1748 Volume_lag_1d <= 0.001 squared_error = 0.125 samples = 3 value = 382.05 1747->1748 1751 VWAP <= 0.09 squared_error = 0.122 samples = 6 value = 380.892 1747->1751 1749 squared_error = 0.0 samples = 1 value = 382.55 1748->1749 1750 squared_error = -0.0 samples = 2 value = 381.8 1748->1750 1752 squared_error = 0.0 samples = 1 value = 381.6 1751->1752 1753 High <= 0.092 squared_error = 0.026 samples = 5 value = 380.75 1751->1753 1754 Volume_lag_1d <= 0.002 squared_error = 0.013 samples = 4 value = 380.812 1753->1754 1761 squared_error = 0.0 samples = 1 value = 380.5 1753->1761 1755 squared_error = 0.0 samples = 1 value = 381.0 1754->1755 1756 Low <= 0.09 squared_error = 0.002 samples = 3 value = 380.75 1754->1756 1757 squared_error = 0.0 samples = 1 value = 380.8 1756->1757 1758 Volume_lag_1d <= 0.002 squared_error = 0.001 samples = 2 value = 380.725 1756->1758 1759 squared_error = 0.0 samples = 1 value = 380.75 1758->1759 1760 squared_error = -0.0 samples = 1 value = 380.7 1758->1760 1763 squared_error = 0.0 samples = 1 value = 382.1 1762->1763 1764 Volume_lag_1d <= 0.002 squared_error = 0.031 samples = 2 value = 382.675 1762->1764 1765 squared_error = 0.0 samples = 1 value = 382.5 1764->1765 1766 squared_error = 0.0 samples = 1 value = 382.85 1764->1766 1768 Volume_lag_1d <= 0.005 squared_error = 0.681 samples = 2 value = 385.875 1767->1768 1771 squared_error = 0.0 samples = 1 value = 381.9 1767->1771 1769 squared_error = 0.0 samples = 1 value = 386.7 1768->1769 1770 squared_error = -0.0 samples = 1 value = 385.05 1768->1770 1773 Last <= 0.12 squared_error = 1149.663 samples = 202 value = 462.684 1772->1773 2172 Last <= 0.166 squared_error = 882.856 samples = 229 value = 558.751 1772->2172 1774 High <= 0.107 squared_error = 296.444 samples = 64 value = 418.905 1773->1774 1901 Last <= 0.131 squared_error = 244.31 samples = 138 value = 482.987 1773->1901 1775 VWAP <= 0.1 squared_error = 72.524 samples = 38 value = 406.205 1774->1775 1850 Last <= 0.114 squared_error = 43.432 samples = 26 value = 437.467 1774->1850 1776 Last <= 0.096 squared_error = 13.279 samples = 9 value = 393.911 1775->1776 1793 Last <= 0.103 squared_error = 29.445 samples = 29 value = 410.021 1775->1793 1777 High <= 0.094 squared_error = 1.563 samples = 4 value = 390.45 1776->1777 1784 Prev Close <= 0.098 squared_error = 5.402 samples = 5 value = 396.68 1776->1784 1778 Low <= 0.094 squared_error = 0.122 samples = 2 value = 389.25 1777->1778 1781 Open <= 0.093 squared_error = 0.123 samples = 2 value = 391.65 1777->1781 1779 squared_error = 0.0 samples = 1 value = 389.6 1778->1779 1780 squared_error = 0.0 samples = 1 value = 388.9 1778->1780 1782 squared_error = 0.0 samples = 1 value = 392.0 1781->1782 1783 squared_error = 0.0 samples = 1 value = 391.3 1781->1783 1785 Low <= 0.094 squared_error = 0.362 samples = 3 value = 394.883 1784->1785 1790 Last <= 0.099 squared_error = 0.856 samples = 2 value = 399.375 1784->1790 1786 squared_error = 0.0 samples = 1 value = 394.05 1785->1786 1787 Last <= 0.097 squared_error = 0.022 samples = 2 value = 395.3 1785->1787 1788 squared_error = 0.0 samples = 1 value = 395.15 1787->1788 1789 squared_error = 0.0 samples = 1 value = 395.45 1787->1789 1791 squared_error = 0.0 samples = 1 value = 398.45 1790->1791 1792 squared_error = 0.0 samples = 1 value = 400.3 1790->1792 1794 VWAP <= 0.102 squared_error = 7.081 samples = 18 value = 406.358 1793->1794 1829 VWAP <= 0.107 squared_error = 8.179 samples = 11 value = 416.014 1793->1829 1795 VWAP <= 0.101 squared_error = 1.796 samples = 11 value = 404.473 1794->1795 1816 VWAP <= 0.103 squared_error = 1.018 samples = 7 value = 409.321 1794->1816 1796 Prev Close <= 0.1 squared_error = 0.572 samples = 4 value = 403.075 1795->1796 1803 VWAP <= 0.101 squared_error = 0.741 samples = 7 value = 405.271 1795->1803 1797 High <= 0.099 squared_error = 0.202 samples = 2 value = 402.45 1796->1797 1800 Last <= 0.1 squared_error = 0.16 samples = 2 value = 403.7 1796->1800 1798 squared_error = 0.0 samples = 1 value = 402.9 1797->1798 1799 squared_error = 0.0 samples = 1 value = 402.0 1797->1799 1801 squared_error = 0.0 samples = 1 value = 403.3 1800->1801 1802 squared_error = 0.0 samples = 1 value = 404.1 1800->1802 1804 VWAP <= 0.101 squared_error = 0.649 samples = 5 value = 404.94 1803->1804 1813 Prev Close <= 0.103 squared_error = 0.01 samples = 2 value = 406.1 1803->1813 1805 squared_error = 0.0 samples = 1 value = 406.2 1804->1805 1806 Volume_lag_1d <= 0.004 squared_error = 0.316 samples = 4 value = 404.625 1804->1806 1807 squared_error = 0.0 samples = 1 value = 403.7 1806->1807 1808 VWAP <= 0.101 squared_error = 0.041 samples = 3 value = 404.933 1806->1808 1809 squared_error = 0.0 samples = 1 value = 404.65 1808->1809 1810 Open <= 0.1 squared_error = 0.001 samples = 2 value = 405.075 1808->1810 1811 squared_error = 0.0 samples = 1 value = 405.1 1810->1811 1812 squared_error = -0.0 samples = 1 value = 405.05 1810->1812 1814 squared_error = 0.0 samples = 1 value = 406.2 1813->1814 1815 squared_error = -0.0 samples = 1 value = 406.0 1813->1815 1817 Open <= 0.103 squared_error = 0.395 samples = 4 value = 408.588 1816->1817 1824 Open <= 0.103 squared_error = 0.172 samples = 3 value = 410.3 1816->1824 1818 Prev Close <= 0.102 squared_error = 0.002 samples = 3 value = 408.95 1817->1818 1823 squared_error = 0.0 samples = 1 value = 407.5 1817->1823 1819 Last <= 0.102 squared_error = 0.001 samples = 2 value = 408.925 1818->1819 1822 squared_error = 0.0 samples = 1 value = 409.0 1818->1822 1820 squared_error = 0.0 samples = 1 value = 408.9 1819->1820 1821 squared_error = 0.0 samples = 1 value = 408.95 1819->1821 1825 squared_error = 0.0 samples = 1 value = 409.75 1824->1825 1826 VWAP <= 0.104 squared_error = 0.031 samples = 2 value = 410.575 1824->1826 1827 squared_error = 0.0 samples = 1 value = 410.75 1826->1827 1828 squared_error = 0.0 samples = 1 value = 410.4 1826->1828 1830 Last <= 0.104 squared_error = 2.869 samples = 9 value = 414.878 1829->1830 1847 Low <= 0.108 squared_error = 0.141 samples = 2 value = 421.125 1829->1847 1831 Open <= 0.105 squared_error = 0.003 samples = 2 value = 412.15 1830->1831 1834 Open <= 0.104 squared_error = 0.955 samples = 7 value = 415.657 1830->1834 1832 squared_error = 0.0 samples = 1 value = 412.2 1831->1832 1833 squared_error = 0.0 samples = 1 value = 412.1 1831->1833 1835 High <= 0.104 squared_error = 0.136 samples = 3 value = 414.667 1834->1835 1840 Volume_lag_1d <= 0.003 squared_error = 0.281 samples = 4 value = 416.4 1834->1840 1836 Volume_lag_1d <= 0.003 squared_error = 0.04 samples = 2 value = 414.9 1835->1836 1839 squared_error = -0.0 samples = 1 value = 414.2 1835->1839 1837 squared_error = 0.0 samples = 1 value = 414.7 1836->1837 1838 squared_error = 0.0 samples = 1 value = 415.1 1836->1838 1841 squared_error = 0.0 samples = 1 value = 417.3 1840->1841 1842 Low <= 0.107 squared_error = 0.015 samples = 3 value = 416.1 1840->1842 1843 High <= 0.105 squared_error = 0.006 samples = 2 value = 416.025 1842->1843 1846 squared_error = -0.0 samples = 1 value = 416.25 1842->1846 1844 squared_error = 0.0 samples = 1 value = 416.1 1843->1844 1845 squared_error = 0.0 samples = 1 value = 415.95 1843->1845 1848 squared_error = 0.0 samples = 1 value = 420.75 1847->1848 1849 squared_error = 0.0 samples = 1 value = 421.5 1847->1849 1851 Low <= 0.112 squared_error = 8.082 samples = 10 value = 430.4 1850->1851 1870 Low <= 0.117 squared_error = 14.798 samples = 16 value = 441.884 1850->1870 1852 Volume_lag_1d <= 0.051 squared_error = 2.846 samples = 6 value = 428.508 1851->1852 1863 Last <= 0.112 squared_error = 2.515 samples = 4 value = 433.237 1851->1863 1853 Volume_lag_1d <= 0.019 squared_error = 1.733 samples = 4 value = 427.625 1852->1853 1860 VWAP <= 0.11 squared_error = 0.391 samples = 2 value = 430.275 1852->1860 1854 Volume_lag_1d <= 0.011 squared_error = 0.681 samples = 2 value = 428.775 1853->1854 1857 Last <= 0.109 squared_error = 0.141 samples = 2 value = 426.475 1853->1857 1855 squared_error = 0.0 samples = 1 value = 427.95 1854->1855 1856 squared_error = 0.0 samples = 1 value = 429.6 1854->1856 1858 squared_error = 0.0 samples = 1 value = 426.1 1857->1858 1859 squared_error = 0.0 samples = 1 value = 426.85 1857->1859 1861 squared_error = 0.0 samples = 1 value = 429.65 1860->1861 1862 squared_error = 0.0 samples = 1 value = 430.9 1860->1862 1864 Open <= 0.115 squared_error = 0.122 samples = 2 value = 431.7 1863->1864 1867 High <= 0.115 squared_error = 0.181 samples = 2 value = 434.775 1863->1867 1865 squared_error = 0.0 samples = 1 value = 431.35 1864->1865 1866 squared_error = -0.0 samples = 1 value = 432.05 1864->1866 1868 squared_error = 0.0 samples = 1 value = 434.35 1867->1868 1869 squared_error = 0.0 samples = 1 value = 435.2 1867->1869 1871 Last <= 0.115 squared_error = 4.755 samples = 10 value = 439.54 1870->1871 1890 Last <= 0.118 squared_error = 7.11 samples = 6 value = 445.792 1870->1890 1872 Open <= 0.114 squared_error = 1.811 samples = 3 value = 437.233 1871->1872 1877 VWAP <= 0.115 squared_error = 2.76 samples = 7 value = 440.529 1871->1877 1873 squared_error = 0.0 samples = 1 value = 435.45 1872->1873 1874 Prev Close <= 0.118 squared_error = 0.331 samples = 2 value = 438.125 1872->1874 1875 squared_error = 0.0 samples = 1 value = 437.55 1874->1875 1876 squared_error = 0.0 samples = 1 value = 438.7 1874->1876 1878 Low <= 0.113 squared_error = 0.327 samples = 3 value = 439.117 1877->1878 1883 Low <= 0.115 squared_error = 1.968 samples = 4 value = 441.588 1877->1883 1879 squared_error = 0.0 samples = 1 value = 438.4 1878->1879 1880 Prev Close <= 0.112 squared_error = 0.106 samples = 2 value = 439.475 1878->1880 1881 squared_error = 0.0 samples = 1 value = 439.15 1880->1881 1882 squared_error = -0.0 samples = 1 value = 439.8 1880->1882 1884 High <= 0.116 squared_error = 0.16 samples = 2 value = 442.9 1883->1884 1887 Last <= 0.116 squared_error = 0.331 samples = 2 value = 440.275 1883->1887 1885 squared_error = 0.0 samples = 1 value = 443.3 1884->1885 1886 squared_error = 0.0 samples = 1 value = 442.5 1884->1886 1888 squared_error = 0.0 samples = 1 value = 439.7 1887->1888 1889 squared_error = 0.0 samples = 1 value = 440.85 1887->1889 1891 VWAP <= 0.119 squared_error = 0.17 samples = 4 value = 443.938 1890->1891 1898 Prev Close <= 0.122 squared_error = 0.36 samples = 2 value = 449.5 1890->1898 1892 Volume_lag_1d <= 0.031 squared_error = 0.002 samples = 3 value = 443.7 1891->1892 1897 squared_error = -0.0 samples = 1 value = 444.65 1891->1897 1893 Open <= 0.117 squared_error = 0.001 samples = 2 value = 443.725 1892->1893 1896 squared_error = -0.0 samples = 1 value = 443.65 1892->1896 1894 squared_error = 0.0 samples = 1 value = 443.7 1893->1894 1895 squared_error = -0.0 samples = 1 value = 443.75 1893->1895 1899 squared_error = 0.0 samples = 1 value = 448.9 1898->1899 1900 squared_error = -0.0 samples = 1 value = 450.1 1898->1900 1902 Last <= 0.126 squared_error = 52.864 samples = 50 value = 465.864 1901->1902 1999 Last <= 0.137 squared_error = 91.845 samples = 88 value = 492.716 1901->1999 1903 Last <= 0.124 squared_error = 12.204 samples = 19 value = 457.713 1902->1903 1940 Last <= 0.129 squared_error = 12.108 samples = 31 value = 470.86 1902->1940 1904 Last <= 0.121 squared_error = 3.17 samples = 12 value = 455.358 1903->1904 1927 Last <= 0.124 squared_error = 1.889 samples = 7 value = 461.75 1903->1927 1905 Low <= 0.119 squared_error = 0.372 samples = 4 value = 453.112 1904->1905 1912 High <= 0.121 squared_error = 0.786 samples = 8 value = 456.481 1904->1912 1906 squared_error = 0.0 samples = 1 value = 452.15 1905->1906 1907 High <= 0.123 squared_error = 0.084 samples = 3 value = 453.433 1905->1907 1908 squared_error = 0.0 samples = 1 value = 453.05 1907->1908 1909 Prev Close <= 0.121 squared_error = 0.016 samples = 2 value = 453.625 1907->1909 1910 squared_error = 0.0 samples = 1 value = 453.5 1909->1910 1911 squared_error = 0.0 samples = 1 value = 453.75 1909->1911 1913 High <= 0.12 squared_error = 0.514 samples = 3 value = 455.617 1912->1913 1918 Open <= 0.126 squared_error = 0.231 samples = 5 value = 457.0 1912->1918 1914 Low <= 0.12 squared_error = 0.141 samples = 2 value = 456.075 1913->1914 1917 squared_error = -0.0 samples = 1 value = 454.7 1913->1917 1915 squared_error = 0.0 samples = 1 value = 456.45 1914->1915 1916 squared_error = 0.0 samples = 1 value = 455.7 1914->1916 1919 Low <= 0.123 squared_error = 0.017 samples = 3 value = 457.383 1918->1919 1924 Low <= 0.124 squared_error = 0.001 samples = 2 value = 456.425 1918->1924 1920 squared_error = 0.0 samples = 1 value = 457.2 1919->1920 1921 Low <= 0.124 squared_error = 0.001 samples = 2 value = 457.475 1919->1921 1922 squared_error = 0.0 samples = 1 value = 457.45 1921->1922 1923 squared_error = -0.0 samples = 1 value = 457.5 1921->1923 1925 squared_error = 0.0 samples = 1 value = 456.4 1924->1925 1926 squared_error = 0.0 samples = 1 value = 456.45 1924->1926 1928 VWAP <= 0.124 squared_error = 0.16 samples = 2 value = 460.1 1927->1928 1931 Volume_lag_1d <= 0.022 squared_error = 1.055 samples = 5 value = 462.41 1927->1931 1929 squared_error = 0.0 samples = 1 value = 459.7 1928->1929 1930 squared_error = -0.0 samples = 1 value = 460.5 1928->1930 1932 squared_error = 0.0 samples = 1 value = 464.05 1931->1932 1933 VWAP <= 0.123 squared_error = 0.479 samples = 4 value = 462.0 1931->1933 1934 squared_error = 0.0 samples = 1 value = 460.85 1933->1934 1935 Volume_lag_1d <= 0.031 squared_error = 0.051 samples = 3 value = 462.383 1933->1935 1936 High <= 0.125 squared_error = 0.016 samples = 2 value = 462.525 1935->1936 1939 squared_error = 0.0 samples = 1 value = 462.1 1935->1939 1937 squared_error = 0.0 samples = 1 value = 462.65 1936->1937 1938 squared_error = 0.0 samples = 1 value = 462.4 1936->1938 1941 Last <= 0.128 squared_error = 3.148 samples = 15 value = 467.867 1940->1941 1970 VWAP <= 0.131 squared_error = 4.237 samples = 16 value = 473.666 1940->1970 1942 Low <= 0.127 squared_error = 1.657 samples = 11 value = 467.127 1941->1942 1963 Prev Close <= 0.126 squared_error = 1.61 samples = 4 value = 469.9 1941->1963 1943 Low <= 0.123 squared_error = 0.639 samples = 4 value = 465.7 1942->1943 1950 VWAP <= 0.127 squared_error = 0.41 samples = 7 value = 467.943 1942->1950 1944 squared_error = 0.0 samples = 1 value = 464.45 1943->1944 1945 Volume_lag_1d <= 0.024 squared_error = 0.157 samples = 3 value = 466.117 1943->1945 1946 squared_error = 0.0 samples = 1 value = 466.65 1945->1946 1947 Prev Close <= 0.125 squared_error = 0.022 samples = 2 value = 465.85 1945->1947 1948 squared_error = 0.0 samples = 1 value = 466.0 1947->1948 1949 squared_error = -0.0 samples = 1 value = 465.7 1947->1949 1951 squared_error = 0.0 samples = 1 value = 469.35 1950->1951 1952 Prev Close <= 0.126 squared_error = 0.093 samples = 6 value = 467.708 1950->1952 1953 squared_error = 0.0 samples = 1 value = 467.1 1952->1953 1954 Open <= 0.129 squared_error = 0.023 samples = 5 value = 467.83 1952->1954 1955 Volume_lag_1d <= 0.012 squared_error = 0.004 samples = 3 value = 467.717 1954->1955 1960 Low <= 0.129 squared_error = 0.003 samples = 2 value = 468.0 1954->1960 1956 squared_error = 0.0 samples = 1 value = 467.8 1955->1956 1957 VWAP <= 0.128 squared_error = 0.001 samples = 2 value = 467.675 1955->1957 1958 squared_error = 0.0 samples = 1 value = 467.65 1957->1958 1959 squared_error = 0.0 samples = 1 value = 467.7 1957->1959 1961 squared_error = 0.0 samples = 1 value = 468.05 1960->1961 1962 squared_error = 0.0 samples = 1 value = 467.95 1960->1962 1964 High <= 0.128 squared_error = 0.16 samples = 2 value = 471.0 1963->1964 1967 High <= 0.13 squared_error = 0.64 samples = 2 value = 468.8 1963->1967 1965 squared_error = 0.0 samples = 1 value = 470.6 1964->1965 1966 squared_error = 0.0 samples = 1 value = 471.4 1964->1966 1968 squared_error = 0.0 samples = 1 value = 469.6 1967->1968 1969 squared_error = 0.0 samples = 1 value = 468.0 1967->1969 1971 High <= 0.127 squared_error = 1.106 samples = 12 value = 472.604 1970->1971 1992 Last <= 0.13 squared_error = 0.111 samples = 4 value = 476.85 1970->1992 1972 squared_error = 0.0 samples = 1 value = 470.25 1971->1972 1973 Volume_lag_1d <= 0.005 squared_error = 0.657 samples = 11 value = 472.818 1971->1973 1974 Open <= 0.129 squared_error = 0.155 samples = 3 value = 473.6 1973->1974 1979 Low <= 0.13 squared_error = 0.53 samples = 8 value = 472.525 1973->1979 1975 Prev Close <= 0.124 squared_error = 0.006 samples = 2 value = 473.325 1974->1975 1978 squared_error = 0.0 samples = 1 value = 474.15 1974->1978 1976 squared_error = 0.0 samples = 1 value = 473.4 1975->1976 1977 squared_error = -0.0 samples = 1 value = 473.25 1975->1977 1980 Open <= 0.125 squared_error = 0.374 samples = 6 value = 472.8 1979->1980 1989 Open <= 0.133 squared_error = 0.09 samples = 2 value = 471.7 1979->1989 1981 squared_error = 0.0 samples = 1 value = 471.95 1980->1981 1982 Volume_lag_1d <= 0.029 squared_error = 0.276 samples = 5 value = 472.97 1980->1982 1983 Prev Close <= 0.129 squared_error = 0.181 samples = 2 value = 473.475 1982->1983 1986 Prev Close <= 0.133 squared_error = 0.056 samples = 3 value = 472.633 1982->1986 1984 squared_error = 0.0 samples = 1 value = 473.9 1983->1984 1985 squared_error = -0.0 samples = 1 value = 473.05 1983->1985 1987 squared_error = -0.0 samples = 2 value = 472.8 1986->1987 1988 squared_error = 0.0 samples = 1 value = 472.3 1986->1988 1990 squared_error = 0.0 samples = 1 value = 472.0 1989->1990 1991 squared_error = -0.0 samples = 1 value = 471.4 1989->1991 1993 Volume_lag_1d <= 0.013 squared_error = 0.006 samples = 2 value = 476.525 1992->1993 1996 Prev Close <= 0.131 squared_error = 0.006 samples = 2 value = 477.175 1992->1996 1994 squared_error = 0.0 samples = 1 value = 476.6 1993->1994 1995 squared_error = 0.0 samples = 1 value = 476.45 1993->1995 1997 squared_error = 0.0 samples = 1 value = 477.1 1996->1997 1998 squared_error = 0.0 samples = 1 value = 477.25 1996->1998 2000 Last <= 0.134 squared_error = 11.914 samples = 47 value = 484.672 1999->2000 2093 VWAP <= 0.141 squared_error = 24.286 samples = 41 value = 501.937 1999->2093 2001 High <= 0.131 squared_error = 2.617 samples = 27 value = 482.219 2000->2001 2054 Low <= 0.134 squared_error = 5.361 samples = 20 value = 487.985 2000->2054 2002 Volume_lag_1d <= 0.018 squared_error = 0.155 samples = 3 value = 478.7 2001->2002 2007 VWAP <= 0.133 squared_error = 1.184 samples = 24 value = 482.658 2001->2007 2003 squared_error = 0.0 samples = 1 value = 478.15 2002->2003 2004 High <= 0.13 squared_error = 0.006 samples = 2 value = 478.975 2002->2004 2005 squared_error = 0.0 samples = 1 value = 479.05 2004->2005 2006 squared_error = -0.0 samples = 1 value = 478.9 2004->2006 2008 Low <= 0.131 squared_error = 1.205 samples = 10 value = 481.845 2007->2008 2027 Last <= 0.133 squared_error = 0.359 samples = 14 value = 483.239 2007->2027 2009 High <= 0.132 squared_error = 0.782 samples = 3 value = 483.05 2008->2009 2014 High <= 0.134 squared_error = 0.498 samples = 7 value = 481.329 2008->2014 2010 squared_error = 0.0 samples = 1 value = 481.9 2009->2010 2011 Prev Close <= 0.13 squared_error = 0.181 samples = 2 value = 483.625 2009->2011 2012 squared_error = 0.0 samples = 1 value = 484.05 2011->2012 2013 squared_error = -0.0 samples = 1 value = 483.2 2011->2013 2015 Last <= 0.133 squared_error = 0.184 samples = 6 value = 481.567 2014->2015 2026 squared_error = -0.0 samples = 1 value = 479.9 2014->2026 2016 Last <= 0.132 squared_error = 0.001 samples = 2 value = 480.975 2015->2016 2019 High <= 0.133 squared_error = 0.013 samples = 4 value = 481.862 2015->2019 2017 squared_error = 0.0 samples = 1 value = 480.95 2016->2017 2018 squared_error = -0.0 samples = 1 value = 481.0 2016->2018 2020 VWAP <= 0.132 squared_error = 0.002 samples = 3 value = 481.8 2019->2020 2025 squared_error = -0.0 samples = 1 value = 482.05 2019->2025 2021 squared_error = 0.0 samples = 1 value = 481.85 2020->2021 2022 Low <= 0.133 squared_error = 0.001 samples = 2 value = 481.775 2020->2022 2023 squared_error = 0.0 samples = 1 value = 481.75 2022->2023 2024 squared_error = 0.0 samples = 1 value = 481.8 2022->2024 2028 High <= 0.134 squared_error = 0.182 samples = 9 value = 482.944 2027->2028 2045 Prev Close <= 0.133 squared_error = 0.24 samples = 5 value = 483.77 2027->2045 2029 Open <= 0.136 squared_error = 0.158 samples = 5 value = 483.19 2028->2029 2038 Prev Close <= 0.136 squared_error = 0.043 samples = 4 value = 482.638 2028->2038 2030 Volume_lag_1d <= 0.004 squared_error = 0.117 samples = 4 value = 483.062 2029->2030 2037 squared_error = 0.0 samples = 1 value = 483.7 2029->2037 2031 squared_error = 0.0 samples = 1 value = 483.6 2030->2031 2032 Volume_lag_1d <= 0.027 squared_error = 0.027 samples = 3 value = 482.883 2030->2032 2033 Low <= 0.135 squared_error = 0.006 samples = 2 value = 482.775 2032->2033 2036 squared_error = -0.0 samples = 1 value = 483.1 2032->2036 2034 squared_error = 0.0 samples = 1 value = 482.85 2033->2034 2035 squared_error = 0.0 samples = 1 value = 482.7 2033->2035 2039 Volume_lag_1d <= 0.005 squared_error = 0.007 samples = 3 value = 482.75 2038->2039 2044 squared_error = 0.0 samples = 1 value = 482.3 2038->2044 2040 squared_error = 0.0 samples = 1 value = 482.65 2039->2040 2041 Open <= 0.135 squared_error = 0.003 samples = 2 value = 482.8 2039->2041 2042 squared_error = 0.0 samples = 1 value = 482.85 2041->2042 2043 squared_error = 0.0 samples = 1 value = 482.75 2041->2043 2046 squared_error = 0.0 samples = 1 value = 483.0 2045->2046 2047 Volume_lag_1d <= 0.012 squared_error = 0.114 samples = 4 value = 483.962 2045->2047 2048 squared_error = 0.0 samples = 1 value = 483.4 2047->2048 2049 Last <= 0.134 squared_error = 0.012 samples = 3 value = 484.15 2047->2049 2050 squared_error = 0.0 samples = 1 value = 484.0 2049->2050 2051 Low <= 0.134 squared_error = 0.001 samples = 2 value = 484.225 2049->2051 2052 squared_error = 0.0 samples = 1 value = 484.25 2051->2052 2053 squared_error = -0.0 samples = 1 value = 484.2 2051->2053 2055 Volume_lag_1d <= 0.024 squared_error = 0.276 samples = 2 value = 484.225 2054->2055 2058 Last <= 0.134 squared_error = 4.181 samples = 18 value = 488.403 2054->2058 2056 squared_error = 0.0 samples = 1 value = 483.7 2055->2056 2057 squared_error = -0.0 samples = 1 value = 484.75 2055->2057 2059 Volume_lag_1d <= 0.036 squared_error = 1.501 samples = 2 value = 485.575 2058->2059 2062 Low <= 0.137 squared_error = 3.392 samples = 16 value = 488.756 2058->2062 2060 squared_error = 0.0 samples = 1 value = 484.35 2059->2060 2061 squared_error = -0.0 samples = 1 value = 486.8 2059->2061 2063 Prev Close <= 0.135 squared_error = 3.211 samples = 13 value = 488.354 2062->2063 2088 Prev Close <= 0.144 squared_error = 0.432 samples = 3 value = 490.5 2062->2088 2064 Low <= 0.135 squared_error = 2.017 samples = 8 value = 489.394 2063->2064 2079 Open <= 0.14 squared_error = 0.622 samples = 5 value = 486.69 2063->2079 2065 High <= 0.135 squared_error = 0.602 samples = 3 value = 490.8 2064->2065 2070 Last <= 0.136 squared_error = 0.968 samples = 5 value = 488.55 2064->2070 2066 Last <= 0.136 squared_error = 0.076 samples = 2 value = 490.275 2065->2066 2069 squared_error = -0.0 samples = 1 value = 491.85 2065->2069 2067 squared_error = 0.0 samples = 1 value = 490.55 2066->2067 2068 squared_error = 0.0 samples = 1 value = 490.0 2066->2068 2071 VWAP <= 0.135 squared_error = 0.307 samples = 4 value = 488.125 2070->2071 2078 squared_error = 0.0 samples = 1 value = 490.25 2070->2078 2072 squared_error = 0.0 samples = 1 value = 487.3 2071->2072 2073 Open <= 0.136 squared_error = 0.107 samples = 3 value = 488.4 2071->2073 2074 squared_error = 0.0 samples = 1 value = 488.8 2073->2074 2075 High <= 0.136 squared_error = 0.04 samples = 2 value = 488.2 2073->2075 2076 squared_error = 0.0 samples = 1 value = 488.4 2075->2076 2077 squared_error = -0.0 samples = 1 value = 488.0 2075->2077 2080 High <= 0.134 squared_error = 0.037 samples = 4 value = 487.075 2079->2080 2087 squared_error = 0.0 samples = 1 value = 485.15 2079->2087 2081 Low <= 0.136 squared_error = 0.01 samples = 2 value = 486.9 2080->2081 2084 Volume_lag_1d <= 0.028 squared_error = 0.003 samples = 2 value = 487.25 2080->2084 2082 squared_error = 0.0 samples = 1 value = 486.8 2081->2082 2083 squared_error = 0.0 samples = 1 value = 487.0 2081->2083 2085 squared_error = 0.0 samples = 1 value = 487.3 2084->2085 2086 squared_error = 0.0 samples = 1 value = 487.2 2084->2086 2089 Low <= 0.138 squared_error = 0.106 samples = 2 value = 490.075 2088->2089 2092 squared_error = -0.0 samples = 1 value = 491.35 2088->2092 2090 squared_error = 0.0 samples = 1 value = 489.75 2089->2090 2091 squared_error = 0.0 samples = 1 value = 490.4 2089->2091 2094 High <= 0.138 squared_error = 6.241 samples = 21 value = 497.96 2093->2094 2133 VWAP <= 0.144 squared_error = 9.186 samples = 20 value = 506.113 2093->2133 2095 Open <= 0.135 squared_error = 2.379 samples = 6 value = 494.783 2094->2095 2106 Last <= 0.14 squared_error = 2.136 samples = 15 value = 499.23 2094->2106 2096 squared_error = 0.0 samples = 1 value = 492.1 2095->2096 2097 Low <= 0.136 squared_error = 1.127 samples = 5 value = 495.32 2095->2097 2098 squared_error = 0.0 samples = 1 value = 497.15 2097->2098 2099 VWAP <= 0.138 squared_error = 0.362 samples = 4 value = 494.862 2097->2099 2100 Open <= 0.137 squared_error = 0.051 samples = 2 value = 495.425 2099->2100 2103 Prev Close <= 0.137 squared_error = 0.04 samples = 2 value = 494.3 2099->2103 2101 squared_error = 0.0 samples = 1 value = 495.65 2100->2101 2102 squared_error = 0.0 samples = 1 value = 495.2 2100->2102 2104 squared_error = 0.0 samples = 1 value = 494.5 2103->2104 2105 squared_error = 0.0 samples = 1 value = 494.1 2103->2105 2107 Last <= 0.139 squared_error = 0.858 samples = 8 value = 498.206 2106->2107 2122 Volume_lag_1d <= 0.004 squared_error = 1.03 samples = 7 value = 500.4 2106->2122 2108 Prev Close <= 0.141 squared_error = 0.411 samples = 3 value = 497.183 2107->2108 2113 High <= 0.142 squared_error = 0.123 samples = 5 value = 498.82 2107->2113 2109 Low <= 0.141 squared_error = 0.031 samples = 2 value = 497.625 2108->2109 2112 squared_error = 0.0 samples = 1 value = 496.3 2108->2112 2110 squared_error = 0.0 samples = 1 value = 497.45 2109->2110 2111 squared_error = 0.0 samples = 1 value = 497.8 2109->2111 2114 Last <= 0.14 squared_error = 0.013 samples = 4 value = 498.987 2113->2114 2121 squared_error = -0.0 samples = 1 value = 498.15 2113->2121 2115 VWAP <= 0.14 squared_error = 0.001 samples = 2 value = 498.875 2114->2115 2118 Volume_lag_1d <= 0.015 squared_error = 0.0 samples = 2 value = 499.1 2114->2118 2116 squared_error = 0.0 samples = 1 value = 498.9 2115->2116 2117 squared_error = -0.0 samples = 1 value = 498.85 2115->2117 2119 squared_error = 0.0 samples = 1 value = 499.1 2118->2119 2120 squared_error = 0.0 samples = 1 value = 499.1 2118->2120 2123 squared_error = 0.0 samples = 1 value = 502.45 2122->2123 2124 Low <= 0.138 squared_error = 0.385 samples = 6 value = 500.058 2122->2124 2125 Open <= 0.136 squared_error = 0.16 samples = 2 value = 499.3 2124->2125 2128 High <= 0.139 squared_error = 0.065 samples = 4 value = 500.438 2124->2128 2126 squared_error = 0.0 samples = 1 value = 498.9 2125->2126 2127 squared_error = 0.0 samples = 1 value = 499.7 2125->2127 2129 squared_error = 0.0 samples = 1 value = 500.0 2128->2129 2130 Low <= 0.141 squared_error = 0.002 samples = 3 value = 500.583 2128->2130 2131 squared_error = 0.0 samples = 2 value = 500.55 2130->2131 2132 squared_error = -0.0 samples = 1 value = 500.65 2130->2132 2134 Last <= 0.142 squared_error = 4.941 samples = 12 value = 504.396 2133->2134 2157 Prev Close <= 0.147 squared_error = 4.504 samples = 8 value = 508.687 2133->2157 2135 Volume_lag_1d <= 0.037 squared_error = 1.164 samples = 4 value = 501.55 2134->2135 2142 High <= 0.144 squared_error = 0.756 samples = 8 value = 505.819 2134->2142 2136 Last <= 0.14 squared_error = 0.484 samples = 3 value = 501.033 2135->2136 2141 squared_error = 0.0 samples = 1 value = 503.1 2135->2141 2137 squared_error = 0.0 samples = 1 value = 500.05 2136->2137 2138 Low <= 0.143 squared_error = 0.001 samples = 2 value = 501.525 2136->2138 2139 squared_error = 0.0 samples = 1 value = 501.5 2138->2139 2140 squared_error = 0.0 samples = 1 value = 501.55 2138->2140 2143 Last <= 0.143 squared_error = 0.286 samples = 7 value = 505.55 2142->2143 2156 squared_error = 0.0 samples = 1 value = 507.7 2142->2156 2144 High <= 0.143 squared_error = 0.145 samples = 5 value = 505.28 2143->2144 2153 Prev Close <= 0.14 squared_error = 0.001 samples = 2 value = 506.225 2143->2153 2145 Prev Close <= 0.141 squared_error = 0.04 samples = 4 value = 505.112 2144->2145 2152 squared_error = 0.0 samples = 1 value = 505.95 2144->2152 2146 Low <= 0.141 squared_error = 0.01 samples = 2 value = 505.3 2145->2146 2149 High <= 0.141 squared_error = 0.001 samples = 2 value = 504.925 2145->2149 2147 squared_error = 0.0 samples = 1 value = 505.4 2146->2147 2148 squared_error = 0.0 samples = 1 value = 505.2 2146->2148 2150 squared_error = 0.0 samples = 1 value = 504.9 2149->2150 2151 squared_error = 0.0 samples = 1 value = 504.95 2149->2151 2154 squared_error = 0.0 samples = 1 value = 506.25 2153->2154 2155 squared_error = -0.0 samples = 1 value = 506.2 2153->2155 2158 Last <= 0.142 squared_error = 3.446 samples = 6 value = 507.892 2157->2158 2169 High <= 0.148 squared_error = 0.076 samples = 2 value = 511.075 2157->2169 2159 squared_error = 0.0 samples = 1 value = 504.25 2158->2159 2160 High <= 0.144 squared_error = 0.953 samples = 5 value = 508.62 2158->2160 2161 Open <= 0.145 squared_error = 0.16 samples = 2 value = 509.7 2160->2161 2164 Open <= 0.145 squared_error = 0.185 samples = 3 value = 507.9 2160->2164 2162 squared_error = 0.0 samples = 1 value = 510.1 2161->2162 2163 squared_error = -0.0 samples = 1 value = 509.3 2161->2163 2165 Last <= 0.143 squared_error = 0.051 samples = 2 value = 507.625 2164->2165 2168 squared_error = -0.0 samples = 1 value = 508.45 2164->2168 2166 squared_error = 0.0 samples = 1 value = 507.85 2165->2166 2167 squared_error = 0.0 samples = 1 value = 507.4 2165->2167 2170 squared_error = 0.0 samples = 1 value = 511.35 2169->2170 2171 squared_error = -0.0 samples = 1 value = 510.8 2169->2171 2173 Last <= 0.155 squared_error = 188.227 samples = 130 value = 535.694 2172->2173 2428 Last <= 0.176 squared_error = 180.239 samples = 99 value = 589.027 2172->2428 2174 Last <= 0.152 squared_error = 48.823 samples = 60 value = 523.396 2173->2174 2293 Last <= 0.16 squared_error = 66.966 samples = 70 value = 546.235 2173->2293 2175 Last <= 0.148 squared_error = 12.731 samples = 36 value = 518.3 2174->2175 2246 Last <= 0.153 squared_error = 5.581 samples = 24 value = 531.04 2174->2246 2176 VWAP <= 0.148 squared_error = 3.634 samples = 14 value = 514.754 2175->2176 2203 Last <= 0.15 squared_error = 5.423 samples = 22 value = 520.557 2175->2203 2177 Last <= 0.147 squared_error = 1.813 samples = 10 value = 513.92 2176->2177 2196 Open <= 0.151 squared_error = 2.109 samples = 4 value = 516.838 2176->2196 2178 Prev Close <= 0.147 squared_error = 1.519 samples = 7 value = 513.364 2177->2178 2191 Last <= 0.147 squared_error = 0.096 samples = 3 value = 515.217 2177->2191 2179 Volume_lag_1d <= 0.022 squared_error = 1.616 samples = 3 value = 512.483 2178->2179 2184 Last <= 0.145 squared_error = 0.428 samples = 4 value = 514.025 2178->2184 2180 squared_error = 0.0 samples = 1 value = 510.85 2179->2180 2181 Open <= 0.145 squared_error = 0.423 samples = 2 value = 513.3 2179->2181 2182 squared_error = 0.0 samples = 1 value = 513.95 2181->2182 2183 squared_error = 0.0 samples = 1 value = 512.65 2181->2183 2185 squared_error = 0.0 samples = 1 value = 515.1 2184->2185 2186 Open <= 0.148 squared_error = 0.057 samples = 3 value = 513.667 2184->2186 2187 squared_error = 0.0 samples = 1 value = 514.0 2186->2187 2188 Open <= 0.15 squared_error = 0.003 samples = 2 value = 513.5 2186->2188 2189 squared_error = 0.0 samples = 1 value = 513.45 2188->2189 2190 squared_error = 0.0 samples = 1 value = 513.55 2188->2190 2192 Prev Close <= 0.142 squared_error = 0.003 samples = 2 value = 515.0 2191->2192 2195 squared_error = -0.0 samples = 1 value = 515.65 2191->2195 2193 squared_error = 0.0 samples = 1 value = 514.95 2192->2193 2194 squared_error = 0.0 samples = 1 value = 515.05 2192->2194 2197 Last <= 0.147 squared_error = 0.49 samples = 2 value = 518.2 2196->2197 2200 Low <= 0.148 squared_error = 0.016 samples = 2 value = 515.475 2196->2200 2198 squared_error = 0.0 samples = 1 value = 518.9 2197->2198 2199 squared_error = -0.0 samples = 1 value = 517.5 2197->2199 2201 squared_error = 0.0 samples = 1 value = 515.6 2200->2201 2202 squared_error = 0.0 samples = 1 value = 515.35 2200->2202 2204 Volume_lag_1d <= 0.029 squared_error = 1.841 samples = 15 value = 519.407 2203->2204 2233 Open <= 0.153 squared_error = 4.19 samples = 7 value = 523.021 2203->2233 2205 Last <= 0.149 squared_error = 1.115 samples = 11 value = 519.986 2204->2205 2226 VWAP <= 0.148 squared_error = 0.373 samples = 4 value = 517.812 2204->2226 2206 Prev Close <= 0.15 squared_error = 0.356 samples = 6 value = 519.342 2205->2206 2217 High <= 0.149 squared_error = 0.928 samples = 5 value = 520.76 2205->2217 2207 Open <= 0.143 squared_error = 0.183 samples = 5 value = 519.14 2206->2207 2216 squared_error = 0.0 samples = 1 value = 520.35 2206->2216 2208 squared_error = 0.0 samples = 1 value = 519.9 2207->2208 2209 Low <= 0.15 squared_error = 0.049 samples = 4 value = 518.95 2207->2209 2210 Low <= 0.147 squared_error = 0.011 samples = 3 value = 518.833 2209->2210 2215 squared_error = -0.0 samples = 1 value = 519.3 2209->2215 2211 squared_error = 0.0 samples = 1 value = 518.7 2210->2211 2212 Low <= 0.149 squared_error = 0.002 samples = 2 value = 518.9 2210->2212 2213 squared_error = 0.0 samples = 1 value = 518.85 2212->2213 2214 squared_error = -0.0 samples = 1 value = 518.95 2212->2214 2218 Last <= 0.149 squared_error = 0.01 samples = 2 value = 521.85 2217->2218 2221 VWAP <= 0.149 squared_error = 0.221 samples = 3 value = 520.033 2217->2221 2219 squared_error = 0.0 samples = 1 value = 521.95 2218->2219 2220 squared_error = -0.0 samples = 1 value = 521.75 2218->2220 2222 VWAP <= 0.145 squared_error = 0.076 samples = 2 value = 520.325 2221->2222 2225 squared_error = -0.0 samples = 1 value = 519.45 2221->2225 2223 squared_error = 0.0 samples = 1 value = 520.6 2222->2223 2224 squared_error = -0.0 samples = 1 value = 520.05 2222->2224 2227 squared_error = 0.0 samples = 1 value = 518.75 2226->2227 2228 Low <= 0.149 squared_error = 0.107 samples = 3 value = 517.5 2226->2228 2229 Volume_lag_1d <= 0.037 squared_error = 0.04 samples = 2 value = 517.3 2228->2229 2232 squared_error = -0.0 samples = 1 value = 517.9 2228->2232 2230 squared_error = 0.0 samples = 1 value = 517.1 2229->2230 2231 squared_error = 0.0 samples = 1 value = 517.5 2229->2231 2234 Prev Close <= 0.147 squared_error = 0.329 samples = 5 value = 524.27 2233->2234 2243 Prev Close <= 0.155 squared_error = 0.203 samples = 2 value = 519.9 2233->2243 2235 Prev Close <= 0.147 squared_error = 0.276 samples = 2 value = 523.725 2234->2235 2238 Low <= 0.151 squared_error = 0.034 samples = 3 value = 524.633 2234->2238 2236 squared_error = 0.0 samples = 1 value = 524.25 2235->2236 2237 squared_error = -0.0 samples = 1 value = 523.2 2235->2237 2239 High <= 0.15 squared_error = 0.01 samples = 2 value = 524.75 2238->2239 2242 squared_error = -0.0 samples = 1 value = 524.4 2238->2242 2240 squared_error = 0.0 samples = 1 value = 524.85 2239->2240 2241 squared_error = 0.0 samples = 1 value = 524.65 2239->2241 2244 squared_error = 0.0 samples = 1 value = 519.45 2243->2244 2245 squared_error = -0.0 samples = 1 value = 520.35 2243->2245 2247 High <= 0.15 squared_error = 1.766 samples = 10 value = 528.7 2246->2247 2266 Volume_lag_1d <= 0.035 squared_error = 1.604 samples = 14 value = 532.711 2246->2266 2248 Prev Close <= 0.15 squared_error = 0.792 samples = 4 value = 527.388 2247->2248 2255 Last <= 0.152 squared_error = 0.501 samples = 6 value = 529.575 2247->2255 2249 Volume_lag_1d <= 0.028 squared_error = 0.006 samples = 2 value = 528.275 2248->2249 2252 High <= 0.15 squared_error = 0.002 samples = 2 value = 526.5 2248->2252 2250 squared_error = 0.0 samples = 1 value = 528.2 2249->2250 2251 squared_error = -0.0 samples = 1 value = 528.35 2249->2251 2253 squared_error = 0.0 samples = 1 value = 526.55 2252->2253 2254 squared_error = 0.0 samples = 1 value = 526.45 2252->2254 2256 High <= 0.152 squared_error = 0.245 samples = 3 value = 529.0 2255->2256 2261 Prev Close <= 0.152 squared_error = 0.095 samples = 3 value = 530.15 2255->2261 2257 squared_error = 0.0 samples = 1 value = 528.3 2256->2257 2258 Prev Close <= 0.154 squared_error = 0.0 samples = 2 value = 529.35 2256->2258 2259 squared_error = 0.0 samples = 1 value = 529.35 2258->2259 2260 squared_error = 0.0 samples = 1 value = 529.35 2258->2260 2262 High <= 0.152 squared_error = 0.023 samples = 2 value = 530.35 2261->2262 2265 squared_error = 0.0 samples = 1 value = 529.75 2261->2265 2263 squared_error = 0.0 samples = 1 value = 530.5 2262->2263 2264 squared_error = 0.0 samples = 1 value = 530.2 2262->2264 2267 Low <= 0.155 squared_error = 1.149 samples = 11 value = 533.109 2266->2267 2288 Volume_lag_1d <= 0.04 squared_error = 0.56 samples = 3 value = 531.25 2266->2288 2268 High <= 0.152 squared_error = 1.016 samples = 9 value = 532.844 2267->2268 2285 Last <= 0.155 squared_error = 0.01 samples = 2 value = 534.3 2267->2285 2269 Volume_lag_1d <= 0.018 squared_error = 0.512 samples = 3 value = 532.2 2268->2269 2274 VWAP <= 0.154 squared_error = 0.957 samples = 6 value = 533.167 2268->2274 2270 squared_error = 0.0 samples = 1 value = 531.3 2269->2270 2271 Low <= 0.15 squared_error = 0.16 samples = 2 value = 532.65 2269->2271 2272 squared_error = 0.0 samples = 1 value = 532.25 2271->2272 2273 squared_error = 0.0 samples = 1 value = 533.05 2271->2273 2275 squared_error = 0.0 samples = 1 value = 535.0 2274->2275 2276 Prev Close <= 0.159 squared_error = 0.342 samples = 5 value = 532.8 2274->2276 2277 Last <= 0.154 squared_error = 0.014 samples = 4 value = 533.088 2276->2277 2284 squared_error = 0.0 samples = 1 value = 531.65 2276->2284 2278 Volume_lag_1d <= 0.018 squared_error = 0.002 samples = 2 value = 533.2 2277->2278 2281 Volume_lag_1d <= 0.004 squared_error = 0.001 samples = 2 value = 532.975 2277->2281 2279 squared_error = 0.0 samples = 1 value = 533.25 2278->2279 2280 squared_error = -0.0 samples = 1 value = 533.15 2278->2280 2282 squared_error = 0.0 samples = 1 value = 532.95 2281->2282 2283 squared_error = 0.0 samples = 1 value = 533.0 2281->2283 2286 squared_error = 0.0 samples = 1 value = 534.4 2285->2286 2287 squared_error = 0.0 samples = 1 value = 534.2 2285->2287 2289 VWAP <= 0.153 squared_error = 0.09 samples = 2 value = 531.75 2288->2289 2292 squared_error = 0.0 samples = 1 value = 530.25 2288->2292 2290 squared_error = 0.0 samples = 1 value = 532.05 2289->2290 2291 squared_error = -0.0 samples = 1 value = 531.45 2289->2291 2294 Last <= 0.159 squared_error = 10.104 samples = 45 value = 540.836 2293->2294 2381 Last <= 0.164 squared_error = 22.38 samples = 25 value = 555.954 2293->2381 2295 Last <= 0.156 squared_error = 4.338 samples = 35 value = 539.489 2294->2295 2362 VWAP <= 0.159 squared_error = 1.711 samples = 10 value = 545.55 2294->2362 2296 High <= 0.155 squared_error = 1.531 samples = 11 value = 537.164 2295->2296 2317 Prev Close <= 0.155 squared_error = 2.011 samples = 24 value = 540.554 2295->2317 2297 Open <= 0.155 squared_error = 0.812 samples = 4 value = 536.2 2296->2297 2304 Volume_lag_1d <= 0.001 squared_error = 1.108 samples = 7 value = 537.714 2296->2304 2298 High <= 0.154 squared_error = 0.25 samples = 2 value = 536.95 2297->2298 2301 VWAP <= 0.156 squared_error = 0.25 samples = 2 value = 535.45 2297->2301 2299 squared_error = 0.0 samples = 1 value = 536.45 2298->2299 2300 squared_error = 0.0 samples = 1 value = 537.45 2298->2300 2302 squared_error = 0.0 samples = 1 value = 534.95 2301->2302 2303 squared_error = -0.0 samples = 1 value = 535.95 2301->2303 2305 squared_error = 0.0 samples = 1 value = 539.85 2304->2305 2306 Open <= 0.165 squared_error = 0.406 samples = 6 value = 537.358 2304->2306 2307 Low <= 0.158 squared_error = 0.147 samples = 5 value = 537.12 2306->2307 2316 squared_error = -0.0 samples = 1 value = 538.55 2306->2316 2308 Volume_lag_1d <= 0.025 squared_error = 0.095 samples = 4 value = 536.988 2307->2308 2315 squared_error = -0.0 samples = 1 value = 537.65 2307->2315 2309 Low <= 0.156 squared_error = 0.011 samples = 3 value = 536.817 2308->2309 2314 squared_error = 0.0 samples = 1 value = 537.5 2308->2314 2310 squared_error = 0.0 samples = 1 value = 536.95 2309->2310 2311 Last <= 0.155 squared_error = 0.003 samples = 2 value = 536.75 2309->2311 2312 squared_error = 0.0 samples = 1 value = 536.7 2311->2312 2313 squared_error = 0.0 samples = 1 value = 536.8 2311->2313 2318 Prev Close <= 0.154 squared_error = 3.435 samples = 5 value = 542.24 2317->2318 2327 VWAP <= 0.157 squared_error = 0.691 samples = 19 value = 540.111 2317->2327 2319 Open <= 0.153 squared_error = 0.331 samples = 2 value = 540.175 2318->2319 2322 Last <= 0.158 squared_error = 0.767 samples = 3 value = 543.617 2318->2322 2320 squared_error = 0.0 samples = 1 value = 540.75 2319->2320 2321 squared_error = 0.0 samples = 1 value = 539.6 2319->2321 2323 Volume_lag_1d <= 0.013 squared_error = 0.01 samples = 2 value = 543.0 2322->2323 2326 squared_error = 0.0 samples = 1 value = 544.85 2322->2326 2324 squared_error = 0.0 samples = 1 value = 543.1 2323->2324 2325 squared_error = 0.0 samples = 1 value = 542.9 2323->2325 2328 VWAP <= 0.156 squared_error = 0.283 samples = 12 value = 539.667 2327->2328 2349 Volume_lag_1d <= 0.027 squared_error = 0.476 samples = 7 value = 540.871 2327->2349 2329 Last <= 0.157 squared_error = 0.001 samples = 2 value = 540.225 2328->2329 2332 Open <= 0.159 squared_error = 0.264 samples = 10 value = 539.555 2328->2332 2330 squared_error = 0.0 samples = 1 value = 540.2 2329->2330 2331 squared_error = 0.0 samples = 1 value = 540.25 2329->2331 2333 Low <= 0.158 squared_error = 0.235 samples = 8 value = 539.419 2332->2333 2346 Open <= 0.163 squared_error = 0.01 samples = 2 value = 540.1 2332->2346 2334 Prev Close <= 0.155 squared_error = 0.142 samples = 7 value = 539.293 2333->2334 2345 squared_error = -0.0 samples = 1 value = 540.3 2333->2345 2335 squared_error = 0.0 samples = 2 value = 539.75 2334->2335 2336 Low <= 0.158 squared_error = 0.081 samples = 5 value = 539.11 2334->2336 2337 Volume_lag_1d <= 0.001 squared_error = 0.036 samples = 4 value = 539.225 2336->2337 2344 squared_error = -0.0 samples = 1 value = 538.65 2336->2344 2338 squared_error = 0.0 samples = 1 value = 539.55 2337->2338 2339 VWAP <= 0.156 squared_error = 0.001 samples = 3 value = 539.117 2337->2339 2340 squared_error = 0.0 samples = 1 value = 539.15 2339->2340 2341 Prev Close <= 0.158 squared_error = 0.0 samples = 2 value = 539.1 2339->2341 2342 squared_error = 0.0 samples = 1 value = 539.1 2341->2342 2343 squared_error = 0.0 samples = 1 value = 539.1 2341->2343 2347 squared_error = 0.0 samples = 1 value = 540.0 2346->2347 2348 squared_error = 0.0 samples = 1 value = 540.2 2346->2348 2350 Open <= 0.16 squared_error = 0.126 samples = 5 value = 540.48 2349->2350 2359 Last <= 0.158 squared_error = 0.01 samples = 2 value = 541.85 2349->2359 2351 Low <= 0.159 squared_error = 0.034 samples = 3 value = 540.733 2350->2351 2356 Low <= 0.159 squared_error = 0.022 samples = 2 value = 540.1 2350->2356 2352 Low <= 0.158 squared_error = 0.01 samples = 2 value = 540.85 2351->2352 2355 squared_error = 0.0 samples = 1 value = 540.5 2351->2355 2353 squared_error = 0.0 samples = 1 value = 540.75 2352->2353 2354 squared_error = 0.0 samples = 1 value = 540.95 2352->2354 2357 squared_error = 0.0 samples = 1 value = 539.95 2356->2357 2358 squared_error = 0.0 samples = 1 value = 540.25 2356->2358 2360 squared_error = 0.0 samples = 1 value = 541.95 2359->2360 2361 squared_error = -0.0 samples = 1 value = 541.75 2359->2361 2363 Low <= 0.156 squared_error = 0.847 samples = 4 value = 544.275 2362->2363 2370 VWAP <= 0.159 squared_error = 0.48 samples = 6 value = 546.4 2362->2370 2364 squared_error = 0.0 samples = 1 value = 545.75 2363->2364 2365 Low <= 0.158 squared_error = 0.162 samples = 3 value = 543.783 2363->2365 2366 squared_error = 0.0 samples = 1 value = 544.35 2365->2366 2367 Volume_lag_1d <= 0.014 squared_error = 0.002 samples = 2 value = 543.5 2365->2367 2368 squared_error = 0.0 samples = 1 value = 543.55 2367->2368 2369 squared_error = 0.0 samples = 1 value = 543.45 2367->2369 2371 squared_error = 0.0 samples = 1 value = 547.55 2370->2371 2372 Volume_lag_1d <= 0.03 squared_error = 0.259 samples = 5 value = 546.17 2370->2372 2373 High <= 0.157 squared_error = 0.113 samples = 4 value = 546.375 2372->2373 2380 squared_error = -0.0 samples = 1 value = 545.35 2372->2380 2374 squared_error = 0.0 samples = 1 value = 545.8 2373->2374 2375 Last <= 0.159 squared_error = 0.004 samples = 3 value = 546.567 2373->2375 2376 Low <= 0.16 squared_error = 0.001 samples = 2 value = 546.525 2375->2376 2379 squared_error = -0.0 samples = 1 value = 546.65 2375->2379 2377 squared_error = 0.0 samples = 1 value = 546.5 2376->2377 2378 squared_error = 0.0 samples = 1 value = 546.55 2376->2378 2382 Open <= 0.167 squared_error = 11.554 samples = 13 value = 552.242 2381->2382 2405 Last <= 0.165 squared_error = 3.016 samples = 12 value = 559.975 2381->2405 2383 Open <= 0.165 squared_error = 4.356 samples = 12 value = 551.45 2382->2383 2404 squared_error = -0.0 samples = 1 value = 561.75 2382->2404 2384 High <= 0.16 squared_error = 2.467 samples = 11 value = 551.886 2383->2384 2403 squared_error = 0.0 samples = 1 value = 546.65 2383->2403 2385 VWAP <= 0.16 squared_error = 0.024 samples = 3 value = 549.817 2384->2385 2390 Open <= 0.16 squared_error = 1.174 samples = 8 value = 552.662 2384->2390 2386 squared_error = 0.0 samples = 1 value = 549.6 2385->2386 2387 Low <= 0.16 squared_error = 0.001 samples = 2 value = 549.925 2385->2387 2388 squared_error = 0.0 samples = 1 value = 549.95 2387->2388 2389 squared_error = 0.0 samples = 1 value = 549.9 2387->2389 2391 Last <= 0.162 squared_error = 0.142 samples = 4 value = 553.675 2390->2391 2396 Volume_lag_1d <= 0.002 squared_error = 0.156 samples = 4 value = 551.65 2390->2396 2392 VWAP <= 0.161 squared_error = 0.003 samples = 2 value = 553.3 2391->2392 2395 squared_error = -0.0 samples = 2 value = 554.05 2391->2395 2393 squared_error = 0.0 samples = 1 value = 553.25 2392->2393 2394 squared_error = 0.0 samples = 1 value = 553.35 2392->2394 2397 VWAP <= 0.161 squared_error = 0.051 samples = 2 value = 551.975 2396->2397 2400 Volume_lag_1d <= 0.021 squared_error = 0.051 samples = 2 value = 551.325 2396->2400 2398 squared_error = 0.0 samples = 1 value = 552.2 2397->2398 2399 squared_error = 0.0 samples = 1 value = 551.75 2397->2399 2401 squared_error = 0.0 samples = 1 value = 551.55 2400->2401 2402 squared_error = -0.0 samples = 1 value = 551.1 2400->2402 2406 Prev Close <= 0.162 squared_error = 0.31 samples = 5 value = 558.11 2405->2406 2415 High <= 0.167 squared_error = 0.69 samples = 7 value = 561.307 2405->2415 2407 squared_error = 0.0 samples = 1 value = 557.05 2406->2407 2408 Prev Close <= 0.165 squared_error = 0.037 samples = 4 value = 558.375 2406->2408 2409 High <= 0.163 squared_error = 0.003 samples = 2 value = 558.55 2408->2409 2412 Low <= 0.166 squared_error = 0.01 samples = 2 value = 558.2 2408->2412 2410 squared_error = 0.0 samples = 1 value = 558.5 2409->2410 2411 squared_error = 0.0 samples = 1 value = 558.6 2409->2411 2413 squared_error = 0.0 samples = 1 value = 558.1 2412->2413 2414 squared_error = -0.0 samples = 1 value = 558.3 2412->2414 2416 Prev Close <= 0.167 squared_error = 0.037 samples = 3 value = 560.417 2415->2416 2421 Low <= 0.168 squared_error = 0.138 samples = 4 value = 561.975 2415->2421 2417 VWAP <= 0.166 squared_error = 0.003 samples = 2 value = 560.55 2416->2417 2420 squared_error = -0.0 samples = 1 value = 560.15 2416->2420 2418 squared_error = 0.0 samples = 1 value = 560.6 2417->2418 2419 squared_error = 0.0 samples = 1 value = 560.5 2417->2419 2422 High <= 0.168 squared_error = 0.062 samples = 3 value = 561.8 2421->2422 2427 squared_error = 0.0 samples = 1 value = 562.5 2421->2427 2423 High <= 0.168 squared_error = 0.001 samples = 2 value = 561.975 2422->2423 2426 squared_error = 0.0 samples = 1 value = 561.45 2422->2426 2424 squared_error = 0.0 samples = 1 value = 561.95 2423->2424 2425 squared_error = -0.0 samples = 1 value = 562.0 2423->2425 2429 Last <= 0.172 squared_error = 55.462 samples = 38 value = 575.039 2428->2429 2504 Last <= 0.182 squared_error = 60.154 samples = 61 value = 597.741 2428->2504 2430 Last <= 0.17 squared_error = 17.009 samples = 16 value = 567.65 2429->2430 2461 Last <= 0.173 squared_error = 14.834 samples = 22 value = 580.414 2429->2461 2431 Low <= 0.169 squared_error = 3.854 samples = 10 value = 564.835 2430->2431 2450 Prev Close <= 0.165 squared_error = 3.715 samples = 6 value = 572.342 2430->2450 2432 VWAP <= 0.169 squared_error = 0.911 samples = 6 value = 563.475 2431->2432 2443 VWAP <= 0.169 squared_error = 1.333 samples = 4 value = 566.875 2431->2443 2433 High <= 0.165 squared_error = 0.141 samples = 4 value = 564.1 2432->2433 2440 Volume_lag_1d <= 0.042 squared_error = 0.106 samples = 2 value = 562.225 2432->2440 2434 squared_error = 0.0 samples = 1 value = 563.55 2433->2434 2435 Last <= 0.169 squared_error = 0.054 samples = 3 value = 564.283 2433->2435 2436 Prev Close <= 0.165 squared_error = 0.006 samples = 2 value = 564.125 2435->2436 2439 squared_error = 0.0 samples = 1 value = 564.6 2435->2439 2437 squared_error = 0.0 samples = 1 value = 564.2 2436->2437 2438 squared_error = -0.0 samples = 1 value = 564.05 2436->2438 2441 squared_error = 0.0 samples = 1 value = 561.9 2440->2441 2442 squared_error = 0.0 samples = 1 value = 562.55 2440->2442 2444 Open <= 0.172 squared_error = 0.003 samples = 2 value = 565.85 2443->2444 2447 Last <= 0.168 squared_error = 0.562 samples = 2 value = 567.9 2443->2447 2445 squared_error = 0.0 samples = 1 value = 565.9 2444->2445 2446 squared_error = 0.0 samples = 1 value = 565.8 2444->2446 2448 squared_error = 0.0 samples = 1 value = 567.15 2447->2448 2449 squared_error = 0.0 samples = 1 value = 568.65 2447->2449 2451 squared_error = 0.0 samples = 1 value = 576.0 2450->2451 2452 VWAP <= 0.17 squared_error = 1.245 samples = 5 value = 571.61 2450->2452 2453 High <= 0.169 squared_error = 0.023 samples = 2 value = 570.3 2452->2453 2456 High <= 0.171 squared_error = 0.154 samples = 3 value = 572.483 2452->2456 2454 squared_error = 0.0 samples = 1 value = 570.45 2453->2454 2455 squared_error = 0.0 samples = 1 value = 570.15 2453->2455 2457 squared_error = 0.0 samples = 1 value = 573.0 2456->2457 2458 VWAP <= 0.172 squared_error = 0.031 samples = 2 value = 572.225 2456->2458 2459 squared_error = 0.0 samples = 1 value = 572.05 2458->2459 2460 squared_error = 0.0 samples = 1 value = 572.4 2458->2460 2462 High <= 0.171 squared_error = 1.022 samples = 7 value = 575.843 2461->2462 2475 Last <= 0.174 squared_error = 6.979 samples = 15 value = 582.547 2461->2475 2463 Last <= 0.172 squared_error = 0.226 samples = 2 value = 574.525 2462->2463 2466 Prev Close <= 0.175 squared_error = 0.369 samples = 5 value = 576.37 2462->2466 2464 squared_error = 0.0 samples = 1 value = 574.05 2463->2464 2465 squared_error = 0.0 samples = 1 value = 575.0 2463->2465 2467 Last <= 0.172 squared_error = 0.026 samples = 4 value = 576.075 2466->2467 2474 squared_error = -0.0 samples = 1 value = 577.55 2466->2474 2468 squared_error = 0.0 samples = 1 value = 575.85 2467->2468 2469 Open <= 0.174 squared_error = 0.012 samples = 3 value = 576.15 2467->2469 2470 VWAP <= 0.173 squared_error = 0.001 samples = 2 value = 576.075 2469->2470 2473 squared_error = 0.0 samples = 1 value = 576.3 2469->2473 2471 squared_error = 0.0 samples = 1 value = 576.1 2470->2471 2472 squared_error = -0.0 samples = 1 value = 576.05 2470->2472 2476 Volume_lag_1d <= 0.054 squared_error = 4.201 samples = 7 value = 580.629 2475->2476 2489 Volume_lag_1d <= 0.009 squared_error = 3.374 samples = 8 value = 584.225 2475->2489 2477 Low <= 0.172 squared_error = 1.678 samples = 6 value = 579.95 2476->2477 2488 squared_error = -0.0 samples = 1 value = 584.7 2476->2488 2478 squared_error = 0.0 samples = 1 value = 582.3 2477->2478 2479 High <= 0.174 squared_error = 0.689 samples = 5 value = 579.48 2477->2479 2480 Volume_lag_1d <= 0.021 squared_error = 0.226 samples = 2 value = 578.625 2479->2480 2483 Last <= 0.173 squared_error = 0.185 samples = 3 value = 580.05 2479->2483 2481 squared_error = 0.0 samples = 1 value = 579.1 2480->2481 2482 squared_error = -0.0 samples = 1 value = 578.15 2480->2482 2484 squared_error = 0.0 samples = 1 value = 579.5 2483->2484 2485 Prev Close <= 0.177 squared_error = 0.051 samples = 2 value = 580.325 2483->2485 2486 squared_error = 0.0 samples = 1 value = 580.1 2485->2486 2487 squared_error = -0.0 samples = 1 value = 580.55 2485->2487 2490 Prev Close <= 0.173 squared_error = 1.266 samples = 2 value = 586.975 2489->2490 2493 Open <= 0.175 squared_error = 0.716 samples = 6 value = 583.308 2489->2493 2491 squared_error = 0.0 samples = 1 value = 588.1 2490->2491 2492 squared_error = -0.0 samples = 1 value = 585.85 2490->2492 2494 High <= 0.174 squared_error = 0.106 samples = 2 value = 584.425 2493->2494 2497 Last <= 0.175 squared_error = 0.086 samples = 4 value = 582.75 2493->2497 2495 squared_error = 0.0 samples = 1 value = 584.1 2494->2495 2496 squared_error = 0.0 samples = 1 value = 584.75 2494->2496 2498 Prev Close <= 0.176 squared_error = 0.004 samples = 3 value = 582.583 2497->2498 2503 squared_error = 0.0 samples = 1 value = 583.25 2497->2503 2499 squared_error = 0.0 samples = 1 value = 582.5 2498->2499 2500 VWAP <= 0.176 squared_error = 0.001 samples = 2 value = 582.625 2498->2500 2501 squared_error = 0.0 samples = 1 value = 582.6 2500->2501 2502 squared_error = 0.0 samples = 1 value = 582.65 2500->2502 2505 Last <= 0.179 squared_error = 13.378 samples = 33 value = 591.556 2504->2505 2568 Last <= 0.183 squared_error = 17.064 samples = 28 value = 605.03 2504->2568 2506 Open <= 0.178 squared_error = 2.106 samples = 18 value = 588.564 2505->2506 2539 VWAP <= 0.18 squared_error = 3.269 samples = 15 value = 595.147 2505->2539 2507 Last <= 0.177 squared_error = 0.548 samples = 11 value = 587.632 2506->2507 2526 Prev Close <= 0.187 squared_error = 1.042 samples = 7 value = 590.029 2506->2526 2508 High <= 0.174 squared_error = 0.067 samples = 6 value = 587.017 2507->2508 2517 High <= 0.175 squared_error = 0.127 samples = 5 value = 588.37 2507->2517 2509 squared_error = 0.0 samples = 1 value = 586.5 2508->2509 2510 High <= 0.178 squared_error = 0.017 samples = 5 value = 587.12 2508->2510 2511 Open <= 0.177 squared_error = 0.011 samples = 4 value = 587.075 2510->2511 2516 squared_error = -0.0 samples = 1 value = 587.3 2510->2516 2512 Last <= 0.177 squared_error = 0.001 samples = 3 value = 587.017 2511->2512 2515 squared_error = 0.0 samples = 1 value = 587.25 2511->2515 2513 squared_error = 0.0 samples = 1 value = 587.05 2512->2513 2514 squared_error = 0.0 samples = 2 value = 587.0 2512->2514 2518 Last <= 0.177 squared_error = 0.051 samples = 2 value = 587.975 2517->2518 2521 Low <= 0.177 squared_error = 0.004 samples = 3 value = 588.633 2517->2521 2519 squared_error = 0.0 samples = 1 value = 588.2 2518->2519 2520 squared_error = -0.0 samples = 1 value = 587.75 2518->2520 2522 High <= 0.178 squared_error = 0.001 samples = 2 value = 588.675 2521->2522 2525 squared_error = 0.0 samples = 1 value = 588.55 2521->2525 2523 squared_error = 0.0 samples = 1 value = 588.65 2522->2523 2524 squared_error = 0.0 samples = 1 value = 588.7 2522->2524 2527 Low <= 0.18 squared_error = 0.335 samples = 6 value = 590.383 2526->2527 2538 squared_error = -0.0 samples = 1 value = 587.9 2526->2538 2528 Low <= 0.178 squared_error = 0.116 samples = 4 value = 590.025 2527->2528 2535 Low <= 0.181 squared_error = 0.002 samples = 2 value = 591.1 2527->2535 2529 squared_error = 0.0 samples = 1 value = 589.5 2528->2529 2530 Low <= 0.18 squared_error = 0.032 samples = 3 value = 590.2 2528->2530 2531 Low <= 0.179 squared_error = 0.001 samples = 2 value = 590.075 2530->2531 2534 squared_error = 0.0 samples = 1 value = 590.45 2530->2534 2532 squared_error = 0.0 samples = 1 value = 590.05 2531->2532 2533 squared_error = -0.0 samples = 1 value = 590.1 2531->2533 2536 squared_error = 0.0 samples = 1 value = 591.15 2535->2536 2537 squared_error = 0.0 samples = 1 value = 591.05 2535->2537 2540 Low <= 0.179 squared_error = 0.63 samples = 5 value = 593.58 2539->2540 2549 Open <= 0.175 squared_error = 2.749 samples = 10 value = 595.93 2539->2549 2541 Last <= 0.18 squared_error = 0.102 samples = 4 value = 593.95 2540->2541 2548 squared_error = 0.0 samples = 1 value = 592.1 2540->2548 2542 Volume_lag_1d <= 0.002 squared_error = 0.047 samples = 3 value = 593.8 2541->2542 2547 squared_error = -0.0 samples = 1 value = 594.4 2541->2547 2543 squared_error = 0.0 samples = 1 value = 593.5 2542->2543 2544 VWAP <= 0.178 squared_error = 0.002 samples = 2 value = 593.95 2542->2544 2545 squared_error = 0.0 samples = 1 value = 594.0 2544->2545 2546 squared_error = -0.0 samples = 1 value = 593.9 2544->2546 2550 squared_error = 0.0 samples = 1 value = 599.65 2549->2550 2551 High <= 0.18 squared_error = 1.346 samples = 9 value = 595.517 2549->2551 2552 Open <= 0.182 squared_error = 0.538 samples = 7 value = 596.021 2551->2552 2565 Last <= 0.18 squared_error = 0.16 samples = 2 value = 593.75 2551->2565 2553 VWAP <= 0.181 squared_error = 0.38 samples = 6 value = 595.833 2552->2553 2564 squared_error = -0.0 samples = 1 value = 597.15 2552->2564 2554 Prev Close <= 0.178 squared_error = 0.084 samples = 4 value = 595.45 2553->2554 2561 Prev Close <= 0.181 squared_error = 0.09 samples = 2 value = 596.6 2553->2561 2555 squared_error = 0.0 samples = 1 value = 595.9 2554->2555 2556 Open <= 0.18 squared_error = 0.022 samples = 3 value = 595.3 2554->2556 2557 Prev Close <= 0.179 squared_error = 0.003 samples = 2 value = 595.4 2556->2557 2560 squared_error = 0.0 samples = 1 value = 595.1 2556->2560 2558 squared_error = 0.0 samples = 1 value = 595.45 2557->2558 2559 squared_error = -0.0 samples = 1 value = 595.35 2557->2559 2562 squared_error = 0.0 samples = 1 value = 596.9 2561->2562 2563 squared_error = 0.0 samples = 1 value = 596.3 2561->2563 2566 squared_error = 0.0 samples = 1 value = 594.15 2565->2566 2567 squared_error = 0.0 samples = 1 value = 593.35 2565->2567 2569 VWAP <= 0.183 squared_error = 1.591 samples = 11 value = 600.645 2568->2569 2588 Last <= 0.186 squared_error = 6.585 samples = 17 value = 607.868 2568->2588 2570 Prev Close <= 0.178 squared_error = 0.528 samples = 7 value = 599.836 2569->2570 2581 High <= 0.184 squared_error = 0.294 samples = 4 value = 602.062 2569->2581 2571 High <= 0.18 squared_error = 0.202 samples = 2 value = 600.7 2570->2571 2574 Low <= 0.183 squared_error = 0.24 samples = 5 value = 599.49 2570->2574 2572 squared_error = 0.0 samples = 1 value = 600.25 2571->2572 2573 squared_error = -0.0 samples = 1 value = 601.15 2571->2573 2575 Prev Close <= 0.182 squared_error = 0.02 samples = 3 value = 599.1 2574->2575 2578 Volume_lag_1d <= 0.029 squared_error = 0.001 samples = 2 value = 600.075 2574->2578 2576 squared_error = 0.0 samples = 2 value = 599.2 2575->2576 2577 squared_error = -0.0 samples = 1 value = 598.9 2575->2577 2579 squared_error = 0.0 samples = 1 value = 600.05 2578->2579 2580 squared_error = -0.0 samples = 1 value = 600.1 2578->2580 2582 Low <= 0.185 squared_error = 0.062 samples = 3 value = 602.35 2581->2582 2587 squared_error = 0.0 samples = 1 value = 601.2 2581->2587 2583 High <= 0.183 squared_error = 0.001 samples = 2 value = 602.175 2582->2583 2586 squared_error = 0.0 samples = 1 value = 602.7 2582->2586 2584 squared_error = 0.0 samples = 1 value = 602.15 2583->2584 2585 squared_error = 0.0 samples = 1 value = 602.2 2583->2585 2589 High <= 0.182 squared_error = 3.643 samples = 12 value = 606.808 2588->2589 2612 High <= 0.189 squared_error = 4.489 samples = 5 value = 610.41 2588->2612 2590 Open <= 0.181 squared_error = 1.051 samples = 2 value = 603.625 2589->2590 2593 Low <= 0.187 squared_error = 1.73 samples = 10 value = 607.445 2589->2593 2591 squared_error = 0.0 samples = 1 value = 602.6 2590->2591 2592 squared_error = 0.0 samples = 1 value = 604.65 2590->2592 2594 High <= 0.183 squared_error = 1.011 samples = 7 value = 606.821 2593->2594 2607 Last <= 0.185 squared_error = 0.382 samples = 3 value = 608.9 2593->2607 2595 VWAP <= 0.184 squared_error = 0.197 samples = 4 value = 607.512 2594->2595 2602 Open <= 0.189 squared_error = 0.612 samples = 3 value = 605.9 2594->2602 2596 VWAP <= 0.184 squared_error = 0.082 samples = 3 value = 607.3 2595->2596 2601 squared_error = 0.0 samples = 1 value = 608.15 2595->2601 2597 Volume_lag_1d <= 0.056 squared_error = 0.003 samples = 2 value = 607.5 2596->2597 2600 squared_error = -0.0 samples = 1 value = 606.9 2596->2600 2598 squared_error = 0.0 samples = 1 value = 607.45 2597->2598 2599 squared_error = 0.0 samples = 1 value = 607.55 2597->2599 2603 Open <= 0.186 squared_error = 0.01 samples = 2 value = 605.35 2602->2603 2606 squared_error = 0.0 samples = 1 value = 607.0 2602->2606 2604 squared_error = 0.0 samples = 1 value = 605.45 2603->2604 2605 squared_error = 0.0 samples = 1 value = 605.25 2603->2605 2608 High <= 0.19 squared_error = 0.031 samples = 2 value = 608.475 2607->2608 2611 squared_error = 0.0 samples = 1 value = 609.75 2607->2611 2609 squared_error = 0.0 samples = 1 value = 608.3 2608->2609 2610 squared_error = 0.0 samples = 1 value = 608.65 2608->2610 2613 Last <= 0.186 squared_error = 1.194 samples = 4 value = 611.35 2612->2613 2620 squared_error = -0.0 samples = 1 value = 606.65 2612->2620 2614 squared_error = 0.0 samples = 1 value = 609.7 2613->2614 2615 Volume_lag_1d <= 0.025 squared_error = 0.382 samples = 3 value = 611.9 2613->2615 2616 squared_error = 0.0 samples = 1 value = 612.75 2615->2616 2617 Low <= 0.183 squared_error = 0.031 samples = 2 value = 611.475 2615->2617 2618 squared_error = 0.0 samples = 1 value = 611.65 2617->2618 2619 squared_error = 0.0 samples = 1 value = 611.3 2617->2619 2622 Last <= 0.243 squared_error = 5685.136 samples = 658 value = 718.722 2621->2622 3907 Last <= 0.358 squared_error = 5882.227 samples = 750 value = 1037.645 2621->3907 2623 Last <= 0.215 squared_error = 1209.667 samples = 452 value = 673.67 2622->2623 3504 Last <= 0.268 squared_error = 1279.872 samples = 206 value = 817.574 2622->3504 2624 VWAP <= 0.202 squared_error = 303.011 samples = 269 value = 649.407 2623->2624 3147 Last <= 0.228 squared_error = 404.965 samples = 183 value = 709.336 2623->3147 2625 Last <= 0.197 squared_error = 81.688 samples = 135 value = 634.378 2624->2625 2890 Last <= 0.21 squared_error = 69.18 samples = 134 value = 664.548 2624->2890 2626 Last <= 0.193 squared_error = 33.203 samples = 70 value = 627.224 2625->2626 2761 Last <= 0.2 squared_error = 19.423 samples = 65 value = 642.082 2625->2761 2627 Last <= 0.19 squared_error = 11.496 samples = 26 value = 620.835 2626->2627 2676 Last <= 0.195 squared_error = 7.657 samples = 44 value = 630.999 2626->2676 2628 Last <= 0.189 squared_error = 1.984 samples = 7 value = 616.064 2627->2628 2641 Last <= 0.192 squared_error = 3.528 samples = 19 value = 622.592 2627->2641 2629 Prev Close <= 0.186 squared_error = 0.678 samples = 5 value = 615.29 2628->2629 2638 Open <= 0.191 squared_error = 0.002 samples = 2 value = 618.0 2628->2638 2630 Open <= 0.184 squared_error = 0.023 samples = 2 value = 614.35 2629->2630 2633 Prev Close <= 0.192 squared_error = 0.134 samples = 3 value = 615.917 2629->2633 2631 squared_error = 0.0 samples = 1 value = 614.2 2630->2631 2632 squared_error = 0.0 samples = 1 value = 614.5 2630->2632 2634 Last <= 0.188 squared_error = 0.001 samples = 2 value = 616.175 2633->2634 2637 squared_error = -0.0 samples = 1 value = 615.4 2633->2637 2635 squared_error = 0.0 samples = 1 value = 616.2 2634->2635 2636 squared_error = 0.0 samples = 1 value = 616.15 2634->2636 2639 squared_error = 0.0 samples = 1 value = 618.05 2638->2639 2640 squared_error = 0.0 samples = 1 value = 617.95 2638->2640 2642 VWAP <= 0.191 squared_error = 1.072 samples = 12 value = 621.333 2641->2642 2663 VWAP <= 0.193 squared_error = 0.366 samples = 7 value = 624.75 2641->2663 2643 Open <= 0.192 squared_error = 0.287 samples = 8 value = 620.675 2642->2643 2656 Low <= 0.192 squared_error = 0.041 samples = 4 value = 622.65 2642->2656 2644 High <= 0.189 squared_error = 0.085 samples = 6 value = 620.892 2643->2644 2653 Low <= 0.192 squared_error = 0.331 samples = 2 value = 620.025 2643->2653 2645 squared_error = 0.0 samples = 1 value = 621.35 2644->2645 2646 VWAP <= 0.191 squared_error = 0.051 samples = 5 value = 620.8 2644->2646 2647 Last <= 0.191 squared_error = 0.025 samples = 4 value = 620.713 2646->2647 2652 squared_error = -0.0 samples = 1 value = 621.15 2646->2652 2648 Last <= 0.191 squared_error = 0.009 samples = 3 value = 620.633 2647->2648 2651 squared_error = 0.0 samples = 1 value = 620.95 2647->2651 2649 squared_error = 0.0 samples = 2 value = 620.7 2648->2649 2650 squared_error = -0.0 samples = 1 value = 620.5 2648->2650 2654 squared_error = 0.0 samples = 1 value = 620.6 2653->2654 2655 squared_error = -0.0 samples = 1 value = 619.45 2653->2655 2657 Last <= 0.191 squared_error = 0.002 samples = 2 value = 622.45 2656->2657 2660 Prev Close <= 0.195 squared_error = 0.0 samples = 2 value = 622.85 2656->2660 2658 squared_error = 0.0 samples = 1 value = 622.5 2657->2658 2659 squared_error = -0.0 samples = 1 value = 622.4 2657->2659 2661 squared_error = 0.0 samples = 1 value = 622.85 2660->2661 2662 squared_error = 0.0 samples = 1 value = 622.85 2660->2662 2664 Low <= 0.193 squared_error = 0.083 samples = 4 value = 624.262 2663->2664 2671 Volume_lag_1d <= 0.047 squared_error = 0.005 samples = 3 value = 625.4 2663->2671 2665 High <= 0.19 squared_error = 0.035 samples = 3 value = 624.4 2664->2665 2670 squared_error = 0.0 samples = 1 value = 623.85 2664->2670 2666 squared_error = 0.0 samples = 1 value = 624.15 2665->2666 2667 Volume_lag_1d <= 0.018 squared_error = 0.006 samples = 2 value = 624.525 2665->2667 2668 squared_error = 0.0 samples = 1 value = 624.6 2667->2668 2669 squared_error = -0.0 samples = 1 value = 624.45 2667->2669 2672 High <= 0.193 squared_error = 0.0 samples = 2 value = 625.35 2671->2672 2675 squared_error = 0.0 samples = 1 value = 625.5 2671->2675 2673 squared_error = 0.0 samples = 1 value = 625.35 2672->2673 2674 squared_error = 0.0 samples = 1 value = 625.35 2672->2674 2677 Open <= 0.193 squared_error = 5.815 samples = 17 value = 628.647 2676->2677 2708 VWAP <= 0.194 squared_error = 3.142 samples = 27 value = 632.48 2676->2708 2678 Low <= 0.192 squared_error = 0.047 samples = 3 value = 625.15 2677->2678 2683 Last <= 0.195 squared_error = 3.869 samples = 14 value = 629.396 2677->2683 2679 High <= 0.193 squared_error = 0.003 samples = 2 value = 625.3 2678->2679 2682 squared_error = -0.0 samples = 1 value = 624.85 2678->2682 2680 squared_error = 0.0 samples = 1 value = 625.35 2679->2680 2681 squared_error = 0.0 samples = 1 value = 625.25 2679->2681 2684 Last <= 0.194 squared_error = 2.81 samples = 13 value = 629.708 2683->2684 2707 squared_error = -0.0 samples = 1 value = 625.35 2683->2707 2685 Prev Close <= 0.192 squared_error = 2.223 samples = 9 value = 629.039 2684->2685 2700 Prev Close <= 0.196 squared_error = 0.859 samples = 4 value = 631.212 2684->2700 2686 squared_error = 0.0 samples = 1 value = 632.0 2685->2686 2687 Prev Close <= 0.194 squared_error = 1.268 samples = 8 value = 628.669 2685->2687 2688 squared_error = 0.0 samples = 1 value = 626.5 2687->2688 2689 High <= 0.194 squared_error = 0.681 samples = 7 value = 628.979 2687->2689 2690 Volume_lag_1d <= 0.034 squared_error = 0.15 samples = 6 value = 628.675 2689->2690 2699 squared_error = -0.0 samples = 1 value = 630.8 2689->2699 2691 Prev Close <= 0.195 squared_error = 0.037 samples = 4 value = 628.425 2690->2691 2696 Last <= 0.194 squared_error = 0.001 samples = 2 value = 629.175 2690->2696 2692 squared_error = 0.0 samples = 1 value = 628.1 2691->2692 2693 Low <= 0.196 squared_error = 0.002 samples = 3 value = 628.533 2691->2693 2694 squared_error = 0.0 samples = 2 value = 628.5 2693->2694 2695 squared_error = 0.0 samples = 1 value = 628.6 2693->2695 2697 squared_error = 0.0 samples = 1 value = 629.15 2696->2697 2698 squared_error = 0.0 samples = 1 value = 629.2 2696->2698 2701 VWAP <= 0.195 squared_error = 0.227 samples = 3 value = 630.733 2700->2701 2706 squared_error = -0.0 samples = 1 value = 632.65 2700->2706 2702 Open <= 0.195 squared_error = 0.04 samples = 2 value = 631.05 2701->2702 2705 squared_error = 0.0 samples = 1 value = 630.1 2701->2705 2703 squared_error = 0.0 samples = 1 value = 631.25 2702->2703 2704 squared_error = 0.0 samples = 1 value = 630.85 2702->2704 2709 Last <= 0.196 squared_error = 3.279 samples = 5 value = 630.54 2708->2709 2718 Last <= 0.196 squared_error = 2.062 samples = 22 value = 632.92 2708->2718 2710 Volume_lag_1d <= 0.031 squared_error = 0.802 samples = 3 value = 631.833 2709->2710 2715 VWAP <= 0.193 squared_error = 0.723 samples = 2 value = 628.6 2709->2715 2711 squared_error = 0.0 samples = 1 value = 630.6 2710->2711 2712 Open <= 0.192 squared_error = 0.062 samples = 2 value = 632.45 2710->2712 2713 squared_error = 0.0 samples = 1 value = 632.2 2712->2713 2714 squared_error = 0.0 samples = 1 value = 632.7 2712->2714 2716 squared_error = 0.0 samples = 1 value = 629.45 2715->2716 2717 squared_error = -0.0 samples = 1 value = 627.75 2715->2717 2719 Last <= 0.195 squared_error = 1.544 samples = 10 value = 631.955 2718->2719 2738 Volume_lag_1d <= 0.035 squared_error = 1.069 samples = 12 value = 633.725 2718->2738 2720 Last <= 0.195 squared_error = 0.952 samples = 5 value = 632.81 2719->2720 2729 Last <= 0.195 squared_error = 0.673 samples = 5 value = 631.1 2719->2729 2721 Low <= 0.197 squared_error = 0.001 samples = 2 value = 631.825 2720->2721 2724 VWAP <= 0.197 squared_error = 0.509 samples = 3 value = 633.467 2720->2724 2722 squared_error = 0.0 samples = 1 value = 631.8 2721->2722 2723 squared_error = -0.0 samples = 1 value = 631.85 2721->2723 2725 Open <= 0.197 squared_error = 0.062 samples = 2 value = 633.95 2724->2725 2728 squared_error = 0.0 samples = 1 value = 632.5 2724->2728 2726 squared_error = 0.0 samples = 1 value = 634.2 2725->2726 2727 squared_error = -0.0 samples = 1 value = 633.7 2725->2727 2730 Prev Close <= 0.195 squared_error = 0.021 samples = 3 value = 630.483 2729->2730 2735 High <= 0.197 squared_error = 0.226 samples = 2 value = 632.025 2729->2735 2731 squared_error = 0.0 samples = 1 value = 630.3 2730->2731 2732 Last <= 0.195 squared_error = 0.006 samples = 2 value = 630.575 2730->2732 2733 squared_error = 0.0 samples = 1 value = 630.65 2732->2733 2734 squared_error = -0.0 samples = 1 value = 630.5 2732->2734 2736 squared_error = 0.0 samples = 1 value = 632.5 2735->2736 2737 squared_error = 0.0 samples = 1 value = 631.55 2735->2737 2739 VWAP <= 0.196 squared_error = 0.838 samples = 9 value = 633.367 2738->2739 2756 High <= 0.194 squared_error = 0.222 samples = 3 value = 634.8 2738->2756 2740 Low <= 0.176 squared_error = 0.306 samples = 4 value = 632.475 2739->2740 2747 Open <= 0.203 squared_error = 0.119 samples = 5 value = 634.08 2739->2747 2741 squared_error = 0.0 samples = 1 value = 633.1 2740->2741 2742 Volume_lag_1d <= 0.018 squared_error = 0.234 samples = 3 value = 632.267 2740->2742 2743 Last <= 0.196 squared_error = 0.001 samples = 2 value = 631.925 2742->2743 2746 squared_error = -0.0 samples = 1 value = 632.95 2742->2746 2744 squared_error = 0.0 samples = 1 value = 631.9 2743->2744 2745 squared_error = 0.0 samples = 1 value = 631.95 2743->2745 2748 Volume_lag_1d <= 0.017 squared_error = 0.028 samples = 4 value = 633.925 2747->2748 2755 squared_error = -0.0 samples = 1 value = 634.7 2747->2755 2749 squared_error = 0.0 samples = 1 value = 633.65 2748->2749 2750 Volume_lag_1d <= 0.024 squared_error = 0.004 samples = 3 value = 634.017 2748->2750 2751 squared_error = 0.0 samples = 1 value = 634.1 2750->2751 2752 Last <= 0.196 squared_error = 0.001 samples = 2 value = 633.975 2750->2752 2753 squared_error = 0.0 samples = 1 value = 634.0 2752->2753 2754 squared_error = 0.0 samples = 1 value = 633.95 2752->2754 2757 squared_error = 0.0 samples = 1 value = 634.15 2756->2757 2758 Last <= 0.196 squared_error = 0.016 samples = 2 value = 635.125 2756->2758 2759 squared_error = 0.0 samples = 1 value = 635.25 2758->2759 2760 squared_error = 0.0 samples = 1 value = 635.0 2758->2760 2762 Last <= 0.198 squared_error = 5.207 samples = 32 value = 638.603 2761->2762 2825 Last <= 0.202 squared_error = 10.088 samples = 33 value = 645.456 2761->2825 2763 Last <= 0.197 squared_error = 2.097 samples = 16 value = 636.812 2762->2763 2794 VWAP <= 0.2 squared_error = 1.904 samples = 16 value = 640.394 2762->2794 2764 Open <= 0.193 squared_error = 1.307 samples = 7 value = 635.814 2763->2764 2777 Low <= 0.2 squared_error = 1.334 samples = 9 value = 637.589 2763->2777 2765 squared_error = 0.0 samples = 1 value = 638.0 2764->2765 2766 Low <= 0.199 squared_error = 0.596 samples = 6 value = 635.45 2764->2766 2767 Volume_lag_1d <= 0.017 squared_error = 0.398 samples = 5 value = 635.22 2766->2767 2776 squared_error = 0.0 samples = 1 value = 636.6 2766->2776 2768 Open <= 0.195 squared_error = 0.176 samples = 3 value = 635.633 2767->2768 2773 Prev Close <= 0.199 squared_error = 0.09 samples = 2 value = 634.6 2767->2773 2769 squared_error = 0.0 samples = 1 value = 636.2 2768->2769 2770 Volume_lag_1d <= 0.005 squared_error = 0.022 samples = 2 value = 635.35 2768->2770 2771 squared_error = 0.0 samples = 1 value = 635.5 2770->2771 2772 squared_error = 0.0 samples = 1 value = 635.2 2770->2772 2774 squared_error = 0.0 samples = 1 value = 634.3 2773->2774 2775 squared_error = 0.0 samples = 1 value = 634.9 2773->2775 2778 VWAP <= 0.197 squared_error = 0.542 samples = 8 value = 637.262 2777->2778 2793 squared_error = 0.0 samples = 1 value = 640.2 2777->2793 2779 Last <= 0.198 squared_error = 0.233 samples = 5 value = 636.8 2778->2779 2788 Open <= 0.196 squared_error = 0.107 samples = 3 value = 638.033 2778->2788 2780 Prev Close <= 0.195 squared_error = 0.051 samples = 3 value = 637.167 2779->2780 2785 VWAP <= 0.195 squared_error = 0.002 samples = 2 value = 636.25 2779->2785 2781 squared_error = 0.0 samples = 1 value = 637.45 2780->2781 2782 Volume_lag_1d <= 0.043 squared_error = 0.016 samples = 2 value = 637.025 2780->2782 2783 squared_error = 0.0 samples = 1 value = 637.15 2782->2783 2784 squared_error = -0.0 samples = 1 value = 636.9 2782->2784 2786 squared_error = 0.0 samples = 1 value = 636.2 2785->2786 2787 squared_error = 0.0 samples = 1 value = 636.3 2785->2787 2789 squared_error = 0.0 samples = 1 value = 638.45 2788->2789 2790 Low <= 0.198 squared_error = 0.031 samples = 2 value = 637.825 2788->2790 2791 squared_error = 0.0 samples = 1 value = 638.0 2790->2791 2792 squared_error = -0.0 samples = 1 value = 637.65 2790->2792 2795 High <= 0.196 squared_error = 1.154 samples = 13 value = 639.95 2794->2795 2820 Prev Close <= 0.198 squared_error = 0.604 samples = 3 value = 642.317 2794->2820 2796 Volume_lag_1d <= 0.021 squared_error = 0.889 samples = 4 value = 638.912 2795->2796 2803 High <= 0.197 squared_error = 0.581 samples = 9 value = 640.411 2795->2803 2797 Low <= 0.199 squared_error = 0.101 samples = 3 value = 639.433 2796->2797 2802 squared_error = 0.0 samples = 1 value = 637.35 2796->2802 2798 VWAP <= 0.198 squared_error = 0.01 samples = 2 value = 639.65 2797->2798 2801 squared_error = 0.0 samples = 1 value = 639.0 2797->2801 2799 squared_error = 0.0 samples = 1 value = 639.75 2798->2799 2800 squared_error = -0.0 samples = 1 value = 639.55 2798->2800 2804 Open <= 0.198 squared_error = 0.26 samples = 3 value = 641.3 2803->2804 2809 Last <= 0.199 squared_error = 0.149 samples = 6 value = 639.967 2803->2809 2805 Prev Close <= 0.196 squared_error = 0.022 samples = 2 value = 641.65 2804->2805 2808 squared_error = 0.0 samples = 1 value = 640.6 2804->2808 2806 squared_error = 0.0 samples = 1 value = 641.8 2805->2806 2807 squared_error = 0.0 samples = 1 value = 641.5 2805->2807 2810 Low <= 0.2 squared_error = 0.102 samples = 5 value = 640.08 2809->2810 2819 squared_error = -0.0 samples = 1 value = 639.4 2809->2819 2811 Prev Close <= 0.198 squared_error = 0.022 samples = 4 value = 640.225 2810->2811 2818 squared_error = 0.0 samples = 1 value = 639.5 2810->2818 2812 squared_error = 0.0 samples = 1 value = 640.45 2811->2812 2813 Low <= 0.199 squared_error = 0.007 samples = 3 value = 640.15 2811->2813 2814 squared_error = 0.0 samples = 1 value = 640.25 2813->2814 2815 Open <= 0.2 squared_error = 0.003 samples = 2 value = 640.1 2813->2815 2816 squared_error = 0.0 samples = 1 value = 640.05 2815->2816 2817 squared_error = 0.0 samples = 1 value = 640.15 2815->2817 2821 squared_error = 0.0 samples = 1 value = 643.3 2820->2821 2822 VWAP <= 0.2 squared_error = 0.181 samples = 2 value = 641.825 2820->2822 2823 squared_error = 0.0 samples = 1 value = 641.4 2822->2823 2824 squared_error = -0.0 samples = 1 value = 642.25 2822->2824 2826 Low <= 0.199 squared_error = 5.396 samples = 22 value = 643.841 2825->2826 2869 VWAP <= 0.2 squared_error = 3.818 samples = 11 value = 648.686 2825->2869 2827 Prev Close <= 0.193 squared_error = 5.85 samples = 7 value = 641.736 2826->2827 2840 Prev Close <= 0.201 squared_error = 2.151 samples = 15 value = 644.823 2826->2840 2828 squared_error = 0.0 samples = 1 value = 646.5 2827->2828 2829 Volume_lag_1d <= 0.006 squared_error = 2.411 samples = 6 value = 640.942 2827->2829 2830 Open <= 0.201 squared_error = 0.006 samples = 2 value = 638.875 2829->2830 2833 Volume_lag_1d <= 0.026 squared_error = 0.411 samples = 4 value = 641.975 2829->2833 2831 squared_error = 0.0 samples = 1 value = 638.8 2830->2831 2832 squared_error = 0.0 samples = 1 value = 638.95 2830->2832 2834 VWAP <= 0.198 squared_error = 0.141 samples = 2 value = 641.425 2833->2834 2837 Prev Close <= 0.197 squared_error = 0.076 samples = 2 value = 642.525 2833->2837 2835 squared_error = 0.0 samples = 1 value = 641.8 2834->2835 2836 squared_error = -0.0 samples = 1 value = 641.05 2834->2836 2838 squared_error = 0.0 samples = 1 value = 642.8 2837->2838 2839 squared_error = 0.0 samples = 1 value = 642.25 2837->2839 2841 High <= 0.198 squared_error = 1.169 samples = 8 value = 645.906 2840->2841 2856 Volume_lag_1d <= 0.035 squared_error = 0.401 samples = 7 value = 643.586 2840->2856 2842 Last <= 0.201 squared_error = 0.106 samples = 2 value = 644.475 2841->2842 2845 Prev Close <= 0.2 squared_error = 0.613 samples = 6 value = 646.383 2841->2845 2843 squared_error = 0.0 samples = 1 value = 644.15 2842->2843 2844 squared_error = 0.0 samples = 1 value = 644.8 2842->2844 2846 Open <= 0.203 squared_error = 0.195 samples = 3 value = 647.05 2845->2846 2851 Volume_lag_1d <= 0.006 squared_error = 0.142 samples = 3 value = 645.717 2845->2851 2847 Open <= 0.198 squared_error = 0.023 samples = 2 value = 646.75 2846->2847 2850 squared_error = -0.0 samples = 1 value = 647.65 2846->2850 2848 squared_error = 0.0 samples = 1 value = 646.6 2847->2848 2849 squared_error = 0.0 samples = 1 value = 646.9 2847->2849 2852 squared_error = 0.0 samples = 1 value = 646.25 2851->2852 2853 Volume_lag_1d <= 0.028 squared_error = 0.0 samples = 2 value = 645.45 2851->2853 2854 squared_error = 0.0 samples = 1 value = 645.45 2853->2854 2855 squared_error = 0.0 samples = 1 value = 645.45 2853->2855 2857 VWAP <= 0.201 squared_error = 0.283 samples = 5 value = 643.31 2856->2857 2866 Volume_lag_1d <= 0.041 squared_error = 0.031 samples = 2 value = 644.275 2856->2866 2858 Open <= 0.203 squared_error = 0.205 samples = 4 value = 643.138 2857->2858 2865 squared_error = 0.0 samples = 1 value = 644.0 2857->2865 2859 squared_error = 0.0 samples = 1 value = 643.9 2858->2859 2860 VWAP <= 0.201 squared_error = 0.016 samples = 3 value = 642.883 2858->2860 2861 Open <= 0.205 squared_error = 0.002 samples = 2 value = 642.8 2860->2861 2864 squared_error = 0.0 samples = 1 value = 643.05 2860->2864 2862 squared_error = 0.0 samples = 1 value = 642.75 2861->2862 2863 squared_error = 0.0 samples = 1 value = 642.85 2861->2863 2867 squared_error = 0.0 samples = 1 value = 644.1 2866->2867 2868 squared_error = -0.0 samples = 1 value = 644.45 2866->2868 2870 Low <= 0.195 squared_error = 2.193 samples = 6 value = 647.608 2869->2870 2881 Volume_lag_1d <= 0.022 squared_error = 2.701 samples = 5 value = 649.98 2869->2881 2871 Open <= 0.197 squared_error = 0.111 samples = 3 value = 648.967 2870->2871 2876 Prev Close <= 0.198 squared_error = 0.585 samples = 3 value = 646.25 2870->2876 2872 Low <= 0.193 squared_error = 0.002 samples = 2 value = 649.2 2871->2872 2875 squared_error = 0.0 samples = 1 value = 648.5 2871->2875 2873 squared_error = 0.0 samples = 1 value = 649.25 2872->2873 2874 squared_error = -0.0 samples = 1 value = 649.15 2872->2874 2877 Last <= 0.202 squared_error = 0.051 samples = 2 value = 646.775 2876->2877 2880 squared_error = -0.0 samples = 1 value = 645.2 2876->2880 2878 squared_error = 0.0 samples = 1 value = 647.0 2877->2878 2879 squared_error = 0.0 samples = 1 value = 646.55 2877->2879 2882 Low <= 0.201 squared_error = 0.693 samples = 4 value = 650.713 2881->2882 2889 squared_error = -0.0 samples = 1 value = 647.05 2881->2889 2883 VWAP <= 0.2 squared_error = 0.216 samples = 3 value = 651.133 2882->2883 2888 squared_error = -0.0 samples = 1 value = 649.45 2882->2888 2884 squared_error = 0.0 samples = 1 value = 650.5 2883->2884 2885 Low <= 0.199 squared_error = 0.022 samples = 2 value = 651.45 2883->2885 2886 squared_error = 0.0 samples = 1 value = 651.6 2885->2886 2887 squared_error = -0.0 samples = 1 value = 651.3 2885->2887 2891 Last <= 0.205 squared_error = 24.503 samples = 75 value = 658.396 2890->2891 3034 Last <= 0.212 squared_error = 16.713 samples = 59 value = 672.368 2890->3034 2892 Last <= 0.204 squared_error = 8.063 samples = 23 value = 652.424 2891->2892 2937 Last <= 0.208 squared_error = 9.022 samples = 52 value = 661.038 2891->2937 2893 Open <= 0.204 squared_error = 3.792 samples = 9 value = 649.861 2892->2893 2910 Prev Close <= 0.207 squared_error = 3.872 samples = 14 value = 654.071 2892->2910 2894 Open <= 0.203 squared_error = 2.615 samples = 5 value = 648.55 2893->2894 2903 High <= 0.207 squared_error = 0.428 samples = 4 value = 651.5 2893->2903 2895 Last <= 0.202 squared_error = 0.607 samples = 3 value = 649.683 2894->2895 2900 Volume_lag_1d <= 0.031 squared_error = 0.81 samples = 2 value = 646.85 2894->2900 2896 squared_error = 0.0 samples = 1 value = 648.6 2895->2896 2897 Last <= 0.203 squared_error = 0.031 samples = 2 value = 650.225 2895->2897 2898 squared_error = 0.0 samples = 1 value = 650.05 2897->2898 2899 squared_error = 0.0 samples = 1 value = 650.4 2897->2899 2901 squared_error = 0.0 samples = 1 value = 645.95 2900->2901 2902 squared_error = 0.0 samples = 1 value = 647.75 2900->2902 2904 Low <= 0.203 squared_error = 0.09 samples = 2 value = 650.95 2903->2904 2907 Low <= 0.203 squared_error = 0.16 samples = 2 value = 652.05 2903->2907 2905 squared_error = 0.0 samples = 1 value = 650.65 2904->2905 2906 squared_error = -0.0 samples = 1 value = 651.25 2904->2906 2908 squared_error = 0.0 samples = 1 value = 651.65 2907->2908 2909 squared_error = 0.0 samples = 1 value = 652.45 2907->2909 2911 Low <= 0.207 squared_error = 1.593 samples = 10 value = 654.985 2910->2911 2930 Prev Close <= 0.212 squared_error = 2.267 samples = 4 value = 651.788 2910->2930 2912 VWAP <= 0.203 squared_error = 0.487 samples = 8 value = 654.456 2911->2912 2927 VWAP <= 0.208 squared_error = 0.422 samples = 2 value = 657.1 2911->2927 2913 squared_error = 0.0 samples = 1 value = 655.85 2912->2913 2914 Low <= 0.205 squared_error = 0.24 samples = 7 value = 654.257 2912->2914 2915 High <= 0.203 squared_error = 0.088 samples = 6 value = 654.092 2914->2915 2926 squared_error = 0.0 samples = 1 value = 655.25 2914->2926 2916 Volume_lag_1d <= 0.025 squared_error = 0.022 samples = 2 value = 653.7 2915->2916 2919 Open <= 0.207 squared_error = 0.005 samples = 4 value = 654.287 2915->2919 2917 squared_error = 0.0 samples = 1 value = 653.85 2916->2917 2918 squared_error = -0.0 samples = 1 value = 653.55 2916->2918 2920 VWAP <= 0.203 squared_error = 0.002 samples = 3 value = 654.25 2919->2920 2925 squared_error = 0.0 samples = 1 value = 654.4 2919->2925 2921 squared_error = 0.0 samples = 1 value = 654.2 2920->2921 2922 Volume_lag_1d <= 0.019 squared_error = 0.001 samples = 2 value = 654.275 2920->2922 2923 squared_error = 0.0 samples = 1 value = 654.3 2922->2923 2924 squared_error = 0.0 samples = 1 value = 654.25 2922->2924 2928 squared_error = 0.0 samples = 1 value = 656.45 2927->2928 2929 squared_error = 0.0 samples = 1 value = 657.75 2927->2929 2931 Last <= 0.204 squared_error = 0.047 samples = 3 value = 652.65 2930->2931 2936 squared_error = 0.0 samples = 1 value = 649.2 2930->2936 2932 Open <= 0.213 squared_error = 0.003 samples = 2 value = 652.5 2931->2932 2935 squared_error = -0.0 samples = 1 value = 652.95 2931->2935 2933 squared_error = 0.0 samples = 1 value = 652.45 2932->2933 2934 squared_error = 0.0 samples = 1 value = 652.55 2932->2934 2938 Last <= 0.207 squared_error = 3.819 samples = 32 value = 659.081 2937->2938 2997 High <= 0.206 squared_error = 1.427 samples = 20 value = 664.168 2937->2997 2939 High <= 0.207 squared_error = 2.371 samples = 13 value = 657.758 2938->2939 2960 VWAP <= 0.208 squared_error = 2.792 samples = 19 value = 659.987 2938->2960 2940 Volume_lag_1d <= 0.025 squared_error = 1.027 samples = 8 value = 656.888 2939->2940 2953 VWAP <= 0.209 squared_error = 1.372 samples = 5 value = 659.15 2939->2953 2941 Volume_lag_1d <= 0.016 squared_error = 0.751 samples = 5 value = 656.4 2940->2941 2948 Volume_lag_1d <= 0.049 squared_error = 0.432 samples = 3 value = 657.7 2940->2948 2942 squared_error = 0.0 samples = 2 value = 657.3 2941->2942 2943 VWAP <= 0.206 squared_error = 0.352 samples = 3 value = 655.8 2941->2943 2944 Low <= 0.207 squared_error = 0.106 samples = 2 value = 655.425 2943->2944 2947 squared_error = 0.0 samples = 1 value = 656.55 2943->2947 2945 squared_error = 0.0 samples = 1 value = 655.75 2944->2945 2946 squared_error = 0.0 samples = 1 value = 655.1 2944->2946 2949 Volume_lag_1d <= 0.036 squared_error = 0.106 samples = 2 value = 657.275 2948->2949 2952 squared_error = 0.0 samples = 1 value = 658.55 2948->2952 2950 squared_error = 0.0 samples = 1 value = 657.6 2949->2950 2951 squared_error = -0.0 samples = 1 value = 656.95 2949->2951 2954 Prev Close <= 0.211 squared_error = 0.27 samples = 4 value = 659.688 2953->2954 2959 squared_error = -0.0 samples = 1 value = 657.0 2953->2959 2955 squared_error = 0.0 samples = 2 value = 660.2 2954->2955 2956 Low <= 0.204 squared_error = 0.016 samples = 2 value = 659.175 2954->2956 2957 squared_error = 0.0 samples = 1 value = 659.05 2956->2957 2958 squared_error = -0.0 samples = 1 value = 659.3 2956->2958 2961 Open <= 0.206 squared_error = 1.812 samples = 13 value = 659.246 2960->2961 2986 Open <= 0.21 squared_error = 1.149 samples = 6 value = 661.592 2960->2986 2962 Low <= 0.203 squared_error = 0.309 samples = 4 value = 660.438 2961->2962 2969 Prev Close <= 0.206 squared_error = 1.569 samples = 9 value = 658.717 2961->2969 2963 squared_error = 0.0 samples = 1 value = 661.3 2962->2963 2964 High <= 0.205 squared_error = 0.082 samples = 3 value = 660.15 2962->2964 2965 squared_error = 0.0 samples = 1 value = 659.75 2964->2965 2966 Low <= 0.206 squared_error = 0.003 samples = 2 value = 660.35 2964->2966 2967 squared_error = 0.0 samples = 1 value = 660.4 2966->2967 2968 squared_error = 0.0 samples = 1 value = 660.3 2966->2968 2970 squared_error = 0.0 samples = 1 value = 656.6 2969->2970 2971 Low <= 0.207 squared_error = 1.136 samples = 8 value = 658.981 2969->2971 2972 VWAP <= 0.207 squared_error = 0.023 samples = 2 value = 657.9 2971->2972 2975 Last <= 0.207 squared_error = 0.987 samples = 6 value = 659.342 2971->2975 2973 squared_error = 0.0 samples = 1 value = 658.05 2972->2973 2974 squared_error = 0.0 samples = 1 value = 657.75 2972->2974 2976 Low <= 0.208 squared_error = 0.621 samples = 3 value = 658.533 2975->2976 2981 Prev Close <= 0.21 squared_error = 0.047 samples = 3 value = 660.15 2975->2981 2977 squared_error = 0.0 samples = 1 value = 657.45 2976->2977 2978 High <= 0.206 squared_error = 0.051 samples = 2 value = 659.075 2976->2978 2979 squared_error = 0.0 samples = 1 value = 658.85 2978->2979 2980 squared_error = -0.0 samples = 1 value = 659.3 2978->2980 2982 squared_error = 0.0 samples = 1 value = 660.45 2981->2982 2983 Prev Close <= 0.213 squared_error = 0.002 samples = 2 value = 660.0 2981->2983 2984 squared_error = 0.0 samples = 1 value = 660.05 2983->2984 2985 squared_error = 0.0 samples = 1 value = 659.95 2983->2985 2987 Volume_lag_1d <= 0.035 squared_error = 0.249 samples = 3 value = 660.633 2986->2987 2992 Last <= 0.207 squared_error = 0.212 samples = 3 value = 662.55 2986->2992 2988 Volume_lag_1d <= 0.027 squared_error = 0.04 samples = 2 value = 660.3 2987->2988 2991 squared_error = 0.0 samples = 1 value = 661.3 2987->2991 2989 squared_error = 0.0 samples = 1 value = 660.5 2988->2989 2990 squared_error = 0.0 samples = 1 value = 660.1 2988->2990 2993 Volume_lag_1d <= 0.03 squared_error = 0.001 samples = 2 value = 662.875 2992->2993 2996 squared_error = 0.0 samples = 1 value = 661.9 2992->2996 2994 squared_error = 0.0 samples = 1 value = 662.9 2993->2994 2995 squared_error = -0.0 samples = 1 value = 662.85 2993->2995 2998 Last <= 0.208 squared_error = 0.406 samples = 4 value = 662.775 2997->2998 3005 Volume_lag_1d <= 0.011 squared_error = 1.076 samples = 16 value = 664.516 2997->3005 2999 squared_error = 0.0 samples = 1 value = 661.7 2998->2999 3000 Last <= 0.209 squared_error = 0.027 samples = 3 value = 663.133 2998->3000 3001 Low <= 0.207 squared_error = 0.006 samples = 2 value = 663.025 3000->3001 3004 squared_error = 0.0 samples = 1 value = 663.35 3000->3004 3002 squared_error = 0.0 samples = 1 value = 663.1 3001->3002 3003 squared_error = -0.0 samples = 1 value = 662.95 3001->3003 3006 Volume_lag_1d <= 0.009 squared_error = 0.874 samples = 4 value = 663.287 3005->3006 3013 Low <= 0.211 squared_error = 0.474 samples = 12 value = 664.925 3005->3013 3007 Volume_lag_1d <= 0.005 squared_error = 0.051 samples = 2 value = 664.175 3006->3007 3010 High <= 0.208 squared_error = 0.123 samples = 2 value = 662.4 3006->3010 3008 squared_error = 0.0 samples = 1 value = 663.95 3007->3008 3009 squared_error = 0.0 samples = 1 value = 664.4 3007->3009 3011 squared_error = 0.0 samples = 1 value = 662.75 3010->3011 3012 squared_error = -0.0 samples = 1 value = 662.05 3010->3012 3014 Prev Close <= 0.207 squared_error = 0.163 samples = 10 value = 664.665 3013->3014 3031 Low <= 0.211 squared_error = 0.001 samples = 2 value = 666.225 3013->3031 3015 Prev Close <= 0.204 squared_error = 0.06 samples = 4 value = 665.012 3014->3015 3020 Last <= 0.209 squared_error = 0.096 samples = 6 value = 664.433 3014->3020 3016 squared_error = 0.0 samples = 1 value = 664.6 3015->3016 3017 High <= 0.207 squared_error = 0.005 samples = 3 value = 665.15 3015->3017 3018 squared_error = 0.0 samples = 2 value = 665.2 3017->3018 3019 squared_error = 0.0 samples = 1 value = 665.05 3017->3019 3021 Volume_lag_1d <= 0.022 squared_error = 0.039 samples = 4 value = 664.25 3020->3021 3028 Low <= 0.21 squared_error = 0.01 samples = 2 value = 664.8 3020->3028 3022 High <= 0.208 squared_error = 0.001 samples = 2 value = 664.425 3021->3022 3025 Low <= 0.209 squared_error = 0.016 samples = 2 value = 664.075 3021->3025 3023 squared_error = 0.0 samples = 1 value = 664.4 3022->3023 3024 squared_error = 0.0 samples = 1 value = 664.45 3022->3024 3026 squared_error = 0.0 samples = 1 value = 663.95 3025->3026 3027 squared_error = 0.0 samples = 1 value = 664.2 3025->3027 3029 squared_error = 0.0 samples = 1 value = 664.7 3028->3029 3030 squared_error = 0.0 samples = 1 value = 664.9 3028->3030 3032 squared_error = 0.0 samples = 1 value = 666.2 3031->3032 3033 squared_error = 0.0 samples = 1 value = 666.25 3031->3033 3035 Last <= 0.211 squared_error = 3.302 samples = 33 value = 669.033 3034->3035 3100 High <= 0.211 squared_error = 1.711 samples = 26 value = 676.6 3034->3100 3036 Volume_lag_1d <= 0.016 squared_error = 1.512 samples = 15 value = 667.857 3035->3036 3065 VWAP <= 0.21 squared_error = 2.678 samples = 18 value = 670.014 3035->3065 3037 Open <= 0.212 squared_error = 0.051 samples = 2 value = 665.625 3036->3037 3040 VWAP <= 0.209 squared_error = 0.853 samples = 13 value = 668.2 3036->3040 3038 squared_error = 0.0 samples = 1 value = 665.4 3037->3038 3039 squared_error = 0.0 samples = 1 value = 665.85 3037->3039 3041 Prev Close <= 0.203 squared_error = 0.818 samples = 4 value = 667.475 3040->3041 3048 High <= 0.209 squared_error = 0.531 samples = 9 value = 668.522 3040->3048 3042 squared_error = 0.0 samples = 1 value = 668.8 3041->3042 3043 Volume_lag_1d <= 0.041 squared_error = 0.311 samples = 3 value = 667.033 3041->3043 3044 Prev Close <= 0.208 squared_error = 0.006 samples = 2 value = 667.425 3043->3044 3047 squared_error = 0.0 samples = 1 value = 666.25 3043->3047 3045 squared_error = 0.0 samples = 1 value = 667.5 3044->3045 3046 squared_error = 0.0 samples = 1 value = 667.35 3044->3046 3049 Open <= 0.21 squared_error = 0.016 samples = 2 value = 667.625 3048->3049 3052 Prev Close <= 0.211 squared_error = 0.383 samples = 7 value = 668.779 3048->3052 3050 squared_error = 0.0 samples = 1 value = 667.75 3049->3050 3051 squared_error = 0.0 samples = 1 value = 667.5 3049->3051 3053 Volume_lag_1d <= 0.044 squared_error = 0.006 samples = 2 value = 669.575 3052->3053 3056 Volume_lag_1d <= 0.027 squared_error = 0.178 samples = 5 value = 668.46 3052->3056 3054 squared_error = 0.0 samples = 1 value = 669.65 3053->3054 3055 squared_error = -0.0 samples = 1 value = 669.5 3053->3055 3057 Prev Close <= 0.213 squared_error = 0.023 samples = 2 value = 668.05 3056->3057 3060 Open <= 0.212 squared_error = 0.096 samples = 3 value = 668.733 3056->3060 3058 squared_error = 0.0 samples = 1 value = 667.9 3057->3058 3059 squared_error = 0.0 samples = 1 value = 668.2 3057->3059 3061 squared_error = 0.0 samples = 1 value = 668.3 3060->3061 3062 High <= 0.211 squared_error = 0.002 samples = 2 value = 668.95 3060->3062 3063 squared_error = 0.0 samples = 1 value = 669.0 3062->3063 3064 squared_error = -0.0 samples = 1 value = 668.9 3062->3064 3066 High <= 0.209 squared_error = 4.101 samples = 2 value = 667.025 3065->3066 3069 Volume_lag_1d <= 0.013 squared_error = 1.244 samples = 16 value = 670.388 3065->3069 3067 squared_error = 0.0 samples = 1 value = 669.05 3066->3067 3068 squared_error = 0.0 samples = 1 value = 665.0 3066->3068 3070 Volume_lag_1d <= 0.006 squared_error = 0.614 samples = 5 value = 671.21 3069->3070 3079 Low <= 0.211 squared_error = 1.083 samples = 11 value = 670.014 3069->3079 3071 squared_error = 0.0 samples = 1 value = 669.95 3070->3071 3072 Prev Close <= 0.212 squared_error = 0.272 samples = 4 value = 671.525 3070->3072 3073 Last <= 0.211 squared_error = 0.096 samples = 3 value = 671.267 3072->3073 3078 squared_error = 0.0 samples = 1 value = 672.3 3072->3078 3074 squared_error = 0.0 samples = 1 value = 671.7 3073->3074 3075 Open <= 0.21 squared_error = 0.002 samples = 2 value = 671.05 3073->3075 3076 squared_error = 0.0 samples = 1 value = 671.0 3075->3076 3077 squared_error = 0.0 samples = 1 value = 671.1 3075->3077 3080 Low <= 0.21 squared_error = 1.647 samples = 4 value = 670.712 3079->3080 3087 Open <= 0.21 squared_error = 0.323 samples = 7 value = 669.614 3079->3087 3081 Prev Close <= 0.209 squared_error = 0.051 samples = 2 value = 669.525 3080->3081 3084 Low <= 0.211 squared_error = 0.422 samples = 2 value = 671.9 3080->3084 3082 squared_error = 0.0 samples = 1 value = 669.3 3081->3082 3083 squared_error = 0.0 samples = 1 value = 669.75 3081->3083 3085 squared_error = 0.0 samples = 1 value = 671.25 3084->3085 3086 squared_error = 0.0 samples = 1 value = 672.55 3084->3086 3088 Prev Close <= 0.209 squared_error = 0.245 samples = 4 value = 669.938 3087->3088 3095 VWAP <= 0.211 squared_error = 0.101 samples = 3 value = 669.183 3087->3095 3089 squared_error = 0.0 samples = 1 value = 669.1 3088->3089 3090 Open <= 0.21 squared_error = 0.016 samples = 3 value = 670.217 3088->3090 3091 Volume_lag_1d <= 0.021 squared_error = 0.002 samples = 2 value = 670.3 3090->3091 3094 squared_error = 0.0 samples = 1 value = 670.05 3090->3094 3092 squared_error = 0.0 samples = 1 value = 670.35 3091->3092 3093 squared_error = 0.0 samples = 1 value = 670.25 3091->3093 3096 VWAP <= 0.211 squared_error = 0.01 samples = 2 value = 669.4 3095->3096 3099 squared_error = 0.0 samples = 1 value = 668.75 3095->3099 3097 squared_error = 0.0 samples = 1 value = 669.3 3096->3097 3098 squared_error = 0.0 samples = 1 value = 669.5 3096->3098 3101 VWAP <= 0.211 squared_error = 0.51 samples = 4 value = 674.7 3100->3101 3106 VWAP <= 0.214 squared_error = 1.153 samples = 22 value = 676.945 3100->3106 3102 squared_error = 0.0 samples = 1 value = 673.6 3101->3102 3103 Last <= 0.214 squared_error = 0.142 samples = 3 value = 675.067 3101->3103 3104 squared_error = 0.0 samples = 2 value = 674.8 3103->3104 3105 squared_error = -0.0 samples = 1 value = 675.6 3103->3105 3107 Low <= 0.214 squared_error = 0.364 samples = 10 value = 676.33 3106->3107 3124 Last <= 0.214 squared_error = 1.232 samples = 12 value = 677.458 3106->3124 3108 Low <= 0.209 squared_error = 0.445 samples = 5 value = 676.63 3107->3108 3117 VWAP <= 0.213 squared_error = 0.104 samples = 5 value = 676.03 3107->3117 3109 VWAP <= 0.211 squared_error = 0.124 samples = 3 value = 676.133 3108->3109 3114 Open <= 0.213 squared_error = 0.001 samples = 2 value = 677.375 3108->3114 3110 Last <= 0.214 squared_error = 0.023 samples = 2 value = 675.9 3109->3110 3113 squared_error = 0.0 samples = 1 value = 676.6 3109->3113 3111 squared_error = 0.0 samples = 1 value = 675.75 3110->3111 3112 squared_error = 0.0 samples = 1 value = 676.05 3110->3112 3115 squared_error = 0.0 samples = 1 value = 677.4 3114->3115 3116 squared_error = 0.0 samples = 1 value = 677.35 3114->3116 3118 squared_error = 0.0 samples = 1 value = 675.5 3117->3118 3119 Prev Close <= 0.218 squared_error = 0.042 samples = 4 value = 676.162 3117->3119 3120 Low <= 0.214 squared_error = 0.005 samples = 3 value = 676.05 3119->3120 3123 squared_error = 0.0 samples = 1 value = 676.5 3119->3123 3121 squared_error = 0.0 samples = 1 value = 675.95 3120->3121 3122 squared_error = -0.0 samples = 2 value = 676.1 3120->3122 3125 VWAP <= 0.215 squared_error = 0.482 samples = 9 value = 676.928 3124->3125 3142 High <= 0.212 squared_error = 0.105 samples = 3 value = 679.05 3124->3142 3126 VWAP <= 0.215 squared_error = 0.115 samples = 5 value = 676.49 3125->3126 3135 Open <= 0.217 squared_error = 0.401 samples = 4 value = 677.475 3125->3135 3127 Open <= 0.217 squared_error = 0.034 samples = 3 value = 676.733 3126->3127 3132 Open <= 0.215 squared_error = 0.016 samples = 2 value = 676.125 3126->3132 3128 Volume_lag_1d <= 0.025 squared_error = 0.01 samples = 2 value = 676.85 3127->3128 3131 squared_error = 0.0 samples = 1 value = 676.5 3127->3131 3129 squared_error = 0.0 samples = 1 value = 676.95 3128->3129 3130 squared_error = -0.0 samples = 1 value = 676.75 3128->3130 3133 squared_error = 0.0 samples = 1 value = 676.0 3132->3133 3134 squared_error = 0.0 samples = 1 value = 676.25 3132->3134 3136 High <= 0.215 squared_error = 0.232 samples = 3 value = 677.75 3135->3136 3141 squared_error = -0.0 samples = 1 value = 676.65 3135->3141 3137 squared_error = 0.0 samples = 1 value = 677.1 3136->3137 3138 Open <= 0.215 squared_error = 0.031 samples = 2 value = 678.075 3136->3138 3139 squared_error = 0.0 samples = 1 value = 678.25 3138->3139 3140 squared_error = -0.0 samples = 1 value = 677.9 3138->3140 3143 squared_error = 0.0 samples = 1 value = 678.6 3142->3143 3144 Prev Close <= 0.214 squared_error = 0.006 samples = 2 value = 679.275 3142->3144 3145 squared_error = 0.0 samples = 1 value = 679.2 3144->3145 3146 squared_error = -0.0 samples = 1 value = 679.35 3144->3146 3148 Last <= 0.22 squared_error = 59.428 samples = 93 value = 691.734 3147->3148 3331 Last <= 0.236 squared_error = 111.017 samples = 90 value = 727.525 3147->3331 3149 VWAP <= 0.218 squared_error = 17.571 samples = 49 value = 685.923 3148->3149 3244 Last <= 0.225 squared_error = 26.574 samples = 44 value = 698.205 3148->3244 3150 Last <= 0.216 squared_error = 5.21 samples = 24 value = 682.473 3149->3150 3197 Prev Close <= 0.225 squared_error = 7.034 samples = 25 value = 689.236 3149->3197 3151 Volume_lag_1d <= 0.018 squared_error = 2.108 samples = 14 value = 680.961 3150->3151 3178 Open <= 0.214 squared_error = 1.869 samples = 10 value = 684.59 3150->3178 3152 VWAP <= 0.214 squared_error = 0.574 samples = 7 value = 680.0 3151->3152 3165 Open <= 0.212 squared_error = 1.795 samples = 7 value = 681.921 3151->3165 3153 squared_error = 0.0 samples = 1 value = 678.55 3152->3153 3154 High <= 0.213 squared_error = 0.261 samples = 6 value = 680.242 3152->3154 3155 squared_error = 0.0 samples = 1 value = 679.5 3154->3155 3156 Prev Close <= 0.221 squared_error = 0.181 samples = 5 value = 680.39 3154->3156 3157 VWAP <= 0.216 squared_error = 0.056 samples = 4 value = 680.575 3156->3157 3164 squared_error = -0.0 samples = 1 value = 679.65 3156->3164 3158 Low <= 0.215 squared_error = 0.012 samples = 3 value = 680.45 3157->3158 3163 squared_error = 0.0 samples = 1 value = 680.95 3157->3163 3159 Low <= 0.213 squared_error = 0.001 samples = 2 value = 680.525 3158->3159 3162 squared_error = -0.0 samples = 1 value = 680.3 3158->3162 3160 squared_error = 0.0 samples = 1 value = 680.5 3159->3160 3161 squared_error = 0.0 samples = 1 value = 680.55 3159->3161 3166 Open <= 0.211 squared_error = 0.181 samples = 2 value = 683.675 3165->3166 3169 Last <= 0.216 squared_error = 0.719 samples = 5 value = 681.22 3165->3169 3167 squared_error = 0.0 samples = 1 value = 683.25 3166->3167 3168 squared_error = 0.0 samples = 1 value = 684.1 3166->3168 3170 Low <= 0.215 squared_error = 0.174 samples = 3 value = 680.583 3169->3170 3175 Low <= 0.217 squared_error = 0.016 samples = 2 value = 682.175 3169->3175 3171 squared_error = 0.0 samples = 1 value = 680.0 3170->3171 3172 Open <= 0.217 squared_error = 0.006 samples = 2 value = 680.875 3170->3172 3173 squared_error = 0.0 samples = 1 value = 680.8 3172->3173 3174 squared_error = -0.0 samples = 1 value = 680.95 3172->3174 3176 squared_error = 0.0 samples = 1 value = 682.05 3175->3176 3177 squared_error = 0.0 samples = 1 value = 682.3 3175->3177 3179 High <= 0.216 squared_error = 0.141 samples = 2 value = 686.875 3178->3179 3182 VWAP <= 0.217 squared_error = 0.67 samples = 8 value = 684.019 3178->3182 3180 squared_error = 0.0 samples = 1 value = 686.5 3179->3180 3181 squared_error = 0.0 samples = 1 value = 687.25 3179->3181 3183 High <= 0.215 squared_error = 0.366 samples = 5 value = 683.52 3182->3183 3192 Open <= 0.231 squared_error = 0.072 samples = 3 value = 684.85 3182->3192 3184 squared_error = 0.0 samples = 1 value = 684.5 3183->3184 3185 Prev Close <= 0.218 squared_error = 0.157 samples = 4 value = 683.275 3183->3185 3186 Volume_lag_1d <= 0.043 squared_error = 0.062 samples = 3 value = 683.467 3185->3186 3191 squared_error = 0.0 samples = 1 value = 682.7 3185->3191 3187 Last <= 0.217 squared_error = 0.01 samples = 2 value = 683.3 3186->3187 3190 squared_error = 0.0 samples = 1 value = 683.8 3186->3190 3188 squared_error = 0.0 samples = 1 value = 683.4 3187->3188 3189 squared_error = 0.0 samples = 1 value = 683.2 3187->3189 3193 Low <= 0.218 squared_error = 0.016 samples = 2 value = 685.025 3192->3193 3196 squared_error = 0.0 samples = 1 value = 684.5 3192->3196 3194 squared_error = 0.0 samples = 1 value = 684.9 3193->3194 3195 squared_error = 0.0 samples = 1 value = 685.15 3193->3195 3198 Last <= 0.217 squared_error = 2.799 samples = 24 value = 688.81 3197->3198 3243 squared_error = 0.0 samples = 1 value = 699.45 3197->3243 3199 squared_error = 0.0 samples = 1 value = 683.6 3198->3199 3200 Last <= 0.22 squared_error = 1.689 samples = 23 value = 689.037 3198->3200 3201 Volume_lag_1d <= 0.004 squared_error = 0.806 samples = 18 value = 688.542 3200->3201 3234 Last <= 0.22 squared_error = 0.806 samples = 5 value = 690.82 3200->3234 3202 VWAP <= 0.22 squared_error = 0.212 samples = 7 value = 687.757 3201->3202 3215 High <= 0.217 squared_error = 0.543 samples = 11 value = 689.041 3201->3215 3203 Open <= 0.22 squared_error = 0.019 samples = 4 value = 688.112 3202->3203 3210 Last <= 0.218 squared_error = 0.077 samples = 3 value = 687.283 3202->3210 3204 Open <= 0.218 squared_error = 0.001 samples = 2 value = 687.975 3203->3204 3207 Volume_lag_1d <= 0.003 squared_error = 0.0 samples = 2 value = 688.25 3203->3207 3205 squared_error = 0.0 samples = 1 value = 687.95 3204->3205 3206 squared_error = 0.0 samples = 1 value = 688.0 3204->3206 3208 squared_error = 0.0 samples = 1 value = 688.25 3207->3208 3209 squared_error = 0.0 samples = 1 value = 688.25 3207->3209 3211 Last <= 0.218 squared_error = 0.006 samples = 2 value = 687.475 3210->3211 3214 squared_error = -0.0 samples = 1 value = 686.9 3210->3214 3212 squared_error = 0.0 samples = 1 value = 687.4 3211->3212 3213 squared_error = 0.0 samples = 1 value = 687.55 3211->3213 3216 Open <= 0.216 squared_error = 0.141 samples = 2 value = 687.725 3215->3216 3219 Open <= 0.219 squared_error = 0.162 samples = 9 value = 689.333 3215->3219 3217 squared_error = 0.0 samples = 1 value = 688.1 3216->3217 3218 squared_error = 0.0 samples = 1 value = 687.35 3216->3218 3220 VWAP <= 0.219 squared_error = 0.126 samples = 4 value = 689.625 3219->3220 3225 Last <= 0.219 squared_error = 0.068 samples = 5 value = 689.1 3219->3225 3221 VWAP <= 0.218 squared_error = 0.04 samples = 2 value = 689.3 3220->3221 3224 squared_error = -0.0 samples = 2 value = 689.95 3220->3224 3222 squared_error = 0.0 samples = 1 value = 689.5 3221->3222 3223 squared_error = 0.0 samples = 1 value = 689.1 3221->3223 3226 High <= 0.218 squared_error = 0.022 samples = 4 value = 688.988 3225->3226 3233 squared_error = -0.0 samples = 1 value = 689.55 3225->3233 3227 squared_error = 0.0 samples = 1 value = 688.75 3226->3227 3228 High <= 0.221 squared_error = 0.004 samples = 3 value = 689.067 3226->3228 3229 Volume_lag_1d <= 0.037 squared_error = 0.001 samples = 2 value = 689.025 3228->3229 3232 squared_error = 0.0 samples = 1 value = 689.15 3228->3232 3230 squared_error = 0.0 samples = 1 value = 689.05 3229->3230 3231 squared_error = -0.0 samples = 1 value = 689.0 3229->3231 3235 squared_error = 0.0 samples = 1 value = 692.35 3234->3235 3236 Last <= 0.22 squared_error = 0.275 samples = 4 value = 690.438 3234->3236 3237 Prev Close <= 0.221 squared_error = 0.01 samples = 2 value = 690.95 3236->3237 3240 High <= 0.22 squared_error = 0.016 samples = 2 value = 689.925 3236->3240 3238 squared_error = 0.0 samples = 1 value = 690.85 3237->3238 3239 squared_error = -0.0 samples = 1 value = 691.05 3237->3239 3241 squared_error = 0.0 samples = 1 value = 689.8 3240->3241 3242 squared_error = 0.0 samples = 1 value = 690.05 3240->3242 3245 Last <= 0.221 squared_error = 6.966 samples = 33 value = 695.648 3244->3245 3310 VWAP <= 0.226 squared_error = 6.997 samples = 11 value = 705.873 3244->3310 3246 Low <= 0.223 squared_error = 2.798 samples = 14 value = 693.643 3245->3246 3273 VWAP <= 0.226 squared_error = 4.89 samples = 19 value = 697.126 3245->3273 3247 Last <= 0.22 squared_error = 1.98 samples = 12 value = 693.221 3246->3247 3270 High <= 0.225 squared_error = 0.226 samples = 2 value = 696.175 3246->3270 3248 squared_error = 0.0 samples = 1 value = 696.0 3247->3248 3249 Open <= 0.223 squared_error = 1.394 samples = 11 value = 692.968 3247->3249 3250 VWAP <= 0.221 squared_error = 1.031 samples = 8 value = 693.406 3249->3250 3265 Volume_lag_1d <= 0.002 squared_error = 0.485 samples = 3 value = 691.8 3249->3265 3251 Low <= 0.221 squared_error = 0.271 samples = 6 value = 692.883 3250->3251 3262 Open <= 0.22 squared_error = 0.031 samples = 2 value = 694.975 3250->3262 3252 Prev Close <= 0.218 squared_error = 0.022 samples = 3 value = 692.45 3251->3252 3257 Volume_lag_1d <= 0.03 squared_error = 0.144 samples = 3 value = 693.317 3251->3257 3253 High <= 0.218 squared_error = 0.003 samples = 2 value = 692.55 3252->3253 3256 squared_error = 0.0 samples = 1 value = 692.25 3252->3256 3254 squared_error = 0.0 samples = 1 value = 692.5 3253->3254 3255 squared_error = 0.0 samples = 1 value = 692.6 3253->3255 3258 Volume_lag_1d <= 0.023 squared_error = 0.003 samples = 2 value = 693.05 3257->3258 3261 squared_error = 0.0 samples = 1 value = 693.85 3257->3261 3259 squared_error = 0.0 samples = 1 value = 693.0 3258->3259 3260 squared_error = 0.0 samples = 1 value = 693.1 3258->3260 3263 squared_error = 0.0 samples = 1 value = 695.15 3262->3263 3264 squared_error = 0.0 samples = 1 value = 694.8 3262->3264 3266 squared_error = 0.0 samples = 1 value = 692.75 3265->3266 3267 Last <= 0.221 squared_error = 0.051 samples = 2 value = 691.325 3265->3267 3268 squared_error = 0.0 samples = 1 value = 691.55 3267->3268 3269 squared_error = -0.0 samples = 1 value = 691.1 3267->3269 3271 squared_error = 0.0 samples = 1 value = 695.7 3270->3271 3272 squared_error = 0.0 samples = 1 value = 696.65 3270->3272 3274 High <= 0.221 squared_error = 3.498 samples = 18 value = 697.422 3273->3274 3309 squared_error = 0.0 samples = 1 value = 691.8 3273->3309 3275 VWAP <= 0.222 squared_error = 1.856 samples = 9 value = 696.211 3274->3275 3292 Last <= 0.222 squared_error = 2.206 samples = 9 value = 698.633 3274->3292 3276 VWAP <= 0.219 squared_error = 1.109 samples = 8 value = 695.881 3275->3276 3291 squared_error = -0.0 samples = 1 value = 698.85 3275->3291 3277 squared_error = 0.0 samples = 1 value = 694.0 3276->3277 3278 Volume_lag_1d <= 0.015 squared_error = 0.689 samples = 7 value = 696.15 3276->3278 3279 High <= 0.22 squared_error = 0.202 samples = 2 value = 697.2 3278->3279 3282 Volume_lag_1d <= 0.063 squared_error = 0.267 samples = 5 value = 695.73 3278->3282 3280 squared_error = 0.0 samples = 1 value = 697.65 3279->3280 3281 squared_error = -0.0 samples = 1 value = 696.75 3279->3281 3283 Open <= 0.22 squared_error = 0.039 samples = 4 value = 695.488 3282->3283 3290 squared_error = 0.0 samples = 1 value = 696.7 3282->3290 3284 High <= 0.219 squared_error = 0.016 samples = 3 value = 695.583 3283->3284 3289 squared_error = 0.0 samples = 1 value = 695.2 3283->3289 3285 squared_error = 0.0 samples = 1 value = 695.75 3284->3285 3286 VWAP <= 0.22 squared_error = 0.003 samples = 2 value = 695.5 3284->3286 3287 squared_error = 0.0 samples = 1 value = 695.45 3286->3287 3288 squared_error = 0.0 samples = 1 value = 695.55 3286->3288 3293 High <= 0.225 squared_error = 1.242 samples = 3 value = 697.467 3292->3293 3298 Volume_lag_1d <= 0.004 squared_error = 1.667 samples = 6 value = 699.217 3292->3298 3294 squared_error = 0.0 samples = 1 value = 696.0 3293->3294 3295 Prev Close <= 0.21 squared_error = 0.25 samples = 2 value = 698.2 3293->3295 3296 squared_error = 0.0 samples = 1 value = 697.7 3295->3296 3297 squared_error = 0.0 samples = 1 value = 698.7 3295->3297 3299 squared_error = 0.0 samples = 1 value = 700.85 3298->3299 3300 Volume_lag_1d <= 0.031 squared_error = 1.36 samples = 5 value = 698.89 3298->3300 3301 High <= 0.226 squared_error = 0.362 samples = 3 value = 698.033 3300->3301 3306 Prev Close <= 0.225 squared_error = 0.106 samples = 2 value = 700.175 3300->3306 3302 High <= 0.222 squared_error = 0.022 samples = 2 value = 698.45 3301->3302 3305 squared_error = -0.0 samples = 1 value = 697.2 3301->3305 3303 squared_error = 0.0 samples = 1 value = 698.3 3302->3303 3304 squared_error = -0.0 samples = 1 value = 698.6 3302->3304 3307 squared_error = 0.0 samples = 1 value = 699.85 3306->3307 3308 squared_error = 0.0 samples = 1 value = 700.5 3306->3308 3311 High <= 0.226 squared_error = 1.533 samples = 5 value = 703.23 3310->3311 3320 Volume_lag_1d <= 0.003 squared_error = 0.88 samples = 6 value = 708.075 3310->3320 3312 Last <= 0.225 squared_error = 0.703 samples = 4 value = 702.738 3311->3312 3319 squared_error = 0.0 samples = 1 value = 705.2 3311->3319 3313 squared_error = 0.0 samples = 1 value = 701.35 3312->3313 3314 Low <= 0.226 squared_error = 0.082 samples = 3 value = 703.2 3312->3314 3315 VWAP <= 0.224 squared_error = 0.003 samples = 2 value = 703.4 3314->3315 3318 squared_error = -0.0 samples = 1 value = 702.8 3314->3318 3316 squared_error = 0.0 samples = 1 value = 703.35 3315->3316 3317 squared_error = -0.0 samples = 1 value = 703.45 3315->3317 3321 Last <= 0.227 squared_error = 0.016 samples = 3 value = 708.917 3320->3321 3326 Prev Close <= 0.227 squared_error = 0.327 samples = 3 value = 707.233 3320->3326 3322 squared_error = 0.0 samples = 1 value = 708.75 3321->3322 3323 Open <= 0.231 squared_error = 0.002 samples = 2 value = 709.0 3321->3323 3324 squared_error = 0.0 samples = 1 value = 709.05 3323->3324 3325 squared_error = -0.0 samples = 1 value = 708.95 3323->3325 3327 squared_error = 0.0 samples = 1 value = 706.45 3326->3327 3328 Last <= 0.226 squared_error = 0.031 samples = 2 value = 707.625 3326->3328 3329 squared_error = 0.0 samples = 1 value = 707.8 3328->3329 3330 squared_error = 0.0 samples = 1 value = 707.45 3328->3330 3332 VWAP <= 0.232 squared_error = 37.547 samples = 50 value = 719.582 3331->3332 3425 Last <= 0.24 squared_error = 25.411 samples = 40 value = 737.454 3331->3425 3333 Last <= 0.23 squared_error = 12.054 samples = 27 value = 714.67 3332->3333 3382 Prev Close <= 0.229 squared_error = 5.91 samples = 23 value = 725.348 3332->3382 3334 VWAP <= 0.229 squared_error = 3.36 samples = 10 value = 710.975 3333->3334 3349 Last <= 0.231 squared_error = 4.41 samples = 17 value = 716.844 3333->3349 3335 Volume_lag_1d <= 0.003 squared_error = 1.344 samples = 7 value = 709.957 3334->3335 3346 Low <= 0.229 squared_error = 0.005 samples = 3 value = 713.35 3334->3346 3336 squared_error = 0.0 samples = 2 value = 708.4 3335->3336 3337 Volume_lag_1d <= 0.008 squared_error = 0.524 samples = 5 value = 710.58 3335->3337 3338 Volume_lag_1d <= 0.005 squared_error = 0.032 samples = 3 value = 710.0 3337->3338 3343 Low <= 0.223 squared_error = 0.0 samples = 2 value = 711.45 3337->3343 3339 Open <= 0.225 squared_error = 0.001 samples = 2 value = 709.875 3338->3339 3342 squared_error = 0.0 samples = 1 value = 710.25 3338->3342 3340 squared_error = 0.0 samples = 1 value = 709.9 3339->3340 3341 squared_error = 0.0 samples = 1 value = 709.85 3339->3341 3344 squared_error = 0.0 samples = 1 value = 711.45 3343->3344 3345 squared_error = 0.0 samples = 1 value = 711.45 3343->3345 3347 squared_error = -0.0 samples = 2 value = 713.3 3346->3347 3348 squared_error = -0.0 samples = 1 value = 713.45 3346->3348 3350 Low <= 0.232 squared_error = 0.615 samples = 10 value = 715.79 3349->3350 3369 Prev Close <= 0.225 squared_error = 5.976 samples = 7 value = 718.35 3349->3369 3351 Volume_lag_1d <= 0.019 squared_error = 0.278 samples = 6 value = 715.292 3350->3351 3362 High <= 0.232 squared_error = 0.189 samples = 4 value = 716.538 3350->3362 3352 High <= 0.227 squared_error = 0.179 samples = 4 value = 715.55 3351->3352 3359 Prev Close <= 0.228 squared_error = 0.076 samples = 2 value = 714.775 3351->3359 3353 squared_error = 0.0 samples = 1 value = 714.85 3352->3353 3354 Last <= 0.23 squared_error = 0.021 samples = 3 value = 715.783 3352->3354 3355 squared_error = 0.0 samples = 1 value = 715.6 3354->3355 3356 Open <= 0.231 squared_error = 0.006 samples = 2 value = 715.875 3354->3356 3357 squared_error = 0.0 samples = 1 value = 715.95 3356->3357 3358 squared_error = -0.0 samples = 1 value = 715.8 3356->3358 3360 squared_error = 0.0 samples = 1 value = 715.05 3359->3360 3361 squared_error = 0.0 samples = 1 value = 714.5 3359->3361 3363 Prev Close <= 0.232 squared_error = 0.072 samples = 3 value = 716.75 3362->3363 3368 squared_error = -0.0 samples = 1 value = 715.9 3362->3368 3364 Volume_lag_1d <= 0.023 squared_error = 0.016 samples = 2 value = 716.575 3363->3364 3367 squared_error = 0.0 samples = 1 value = 717.1 3363->3367 3365 squared_error = 0.0 samples = 1 value = 716.7 3364->3365 3366 squared_error = 0.0 samples = 1 value = 716.45 3364->3366 3370 squared_error = 0.0 samples = 1 value = 712.7 3369->3370 3371 Last <= 0.231 squared_error = 0.765 samples = 6 value = 719.292 3369->3371 3372 Last <= 0.231 squared_error = 0.062 samples = 3 value = 718.633 3371->3372 3377 VWAP <= 0.231 squared_error = 0.602 samples = 3 value = 719.95 3371->3377 3373 squared_error = 0.0 samples = 1 value = 718.3 3372->3373 3374 Open <= 0.232 squared_error = 0.01 samples = 2 value = 718.8 3372->3374 3375 squared_error = 0.0 samples = 1 value = 718.7 3374->3375 3376 squared_error = 0.0 samples = 1 value = 718.9 3374->3376 3378 Open <= 0.232 squared_error = 0.076 samples = 2 value = 720.475 3377->3378 3381 squared_error = -0.0 samples = 1 value = 718.9 3377->3381 3379 squared_error = 0.0 samples = 1 value = 720.2 3378->3379 3380 squared_error = 0.0 samples = 1 value = 720.75 3378->3380 3383 Prev Close <= 0.225 squared_error = 2.763 samples = 4 value = 728.762 3382->3383 3390 Low <= 0.233 squared_error = 3.601 samples = 19 value = 724.629 3382->3390 3384 squared_error = 0.0 samples = 1 value = 726.45 3383->3384 3385 Low <= 0.235 squared_error = 1.307 samples = 3 value = 729.533 3383->3385 3386 High <= 0.235 squared_error = 0.456 samples = 2 value = 728.825 3385->3386 3389 squared_error = 0.0 samples = 1 value = 730.95 3385->3389 3387 squared_error = 0.0 samples = 1 value = 728.15 3386->3387 3388 squared_error = -0.0 samples = 1 value = 729.5 3386->3388 3391 Low <= 0.231 squared_error = 2.884 samples = 6 value = 722.792 3390->3391 3402 Prev Close <= 0.241 squared_error = 1.654 samples = 13 value = 725.477 3390->3402 3392 Volume_lag_1d <= 0.024 squared_error = 1.007 samples = 3 value = 724.183 3391->3392 3397 Low <= 0.233 squared_error = 0.887 samples = 3 value = 721.4 3391->3397 3393 High <= 0.233 squared_error = 0.076 samples = 2 value = 724.875 3392->3393 3396 squared_error = -0.0 samples = 1 value = 722.8 3392->3396 3394 squared_error = 0.0 samples = 1 value = 725.15 3393->3394 3395 squared_error = 0.0 samples = 1 value = 724.6 3393->3395 3398 Last <= 0.232 squared_error = 0.25 samples = 2 value = 720.8 3397->3398 3401 squared_error = 0.0 samples = 1 value = 722.6 3397->3401 3399 squared_error = 0.0 samples = 1 value = 720.3 3398->3399 3400 squared_error = -0.0 samples = 1 value = 721.3 3398->3400 3403 Prev Close <= 0.234 squared_error = 0.823 samples = 12 value = 725.75 3402->3403 3424 squared_error = -0.0 samples = 1 value = 722.2 3402->3424 3404 Last <= 0.235 squared_error = 0.429 samples = 3 value = 726.717 3403->3404 3409 VWAP <= 0.234 squared_error = 0.539 samples = 9 value = 725.428 3403->3409 3405 Prev Close <= 0.234 squared_error = 0.122 samples = 2 value = 726.3 3404->3405 3408 squared_error = 0.0 samples = 1 value = 727.55 3404->3408 3406 squared_error = 0.0 samples = 1 value = 725.95 3405->3406 3407 squared_error = 0.0 samples = 1 value = 726.65 3405->3407 3410 squared_error = 0.0 samples = 1 value = 723.95 3409->3410 3411 Prev Close <= 0.239 squared_error = 0.299 samples = 8 value = 725.612 3409->3411 3412 Low <= 0.237 squared_error = 0.166 samples = 7 value = 725.464 3411->3412 3423 squared_error = 0.0 samples = 1 value = 726.65 3411->3423 3413 Open <= 0.235 squared_error = 0.024 samples = 6 value = 725.308 3412->3413 3422 squared_error = 0.0 samples = 1 value = 726.4 3412->3422 3414 High <= 0.234 squared_error = 0.017 samples = 4 value = 725.388 3413->3414 3421 squared_error = -0.0 samples = 2 value = 725.15 3413->3421 3415 Prev Close <= 0.234 squared_error = 0.006 samples = 2 value = 725.275 3414->3415 3418 Volume_lag_1d <= 0.023 squared_error = 0.002 samples = 2 value = 725.5 3414->3418 3416 squared_error = 0.0 samples = 1 value = 725.35 3415->3416 3417 squared_error = -0.0 samples = 1 value = 725.2 3415->3417 3419 squared_error = 0.0 samples = 1 value = 725.45 3418->3419 3420 squared_error = -0.0 samples = 1 value = 725.55 3418->3420 3426 Last <= 0.238 squared_error = 11.552 samples = 25 value = 734.366 3425->3426 3475 Low <= 0.243 squared_error = 6.135 samples = 15 value = 742.6 3425->3475 3427 Low <= 0.238 squared_error = 4.932 samples = 14 value = 732.168 3426->3427 3454 Low <= 0.237 squared_error = 6.002 samples = 11 value = 737.164 3426->3454 3428 Prev Close <= 0.241 squared_error = 1.882 samples = 9 value = 730.906 3427->3428 3445 Last <= 0.237 squared_error = 2.389 samples = 5 value = 734.44 3427->3445 3429 Last <= 0.236 squared_error = 0.507 samples = 6 value = 731.75 3428->3429 3440 Volume_lag_1d <= 0.005 squared_error = 0.354 samples = 3 value = 729.217 3428->3440 3430 squared_error = 0.0 samples = 1 value = 730.2 3429->3430 3431 Last <= 0.238 squared_error = 0.032 samples = 5 value = 732.06 3429->3431 3432 High <= 0.237 squared_error = 0.016 samples = 3 value = 732.183 3431->3432 3437 Low <= 0.236 squared_error = 0.001 samples = 2 value = 731.875 3431->3437 3433 Last <= 0.237 squared_error = 0.002 samples = 2 value = 732.1 3432->3433 3436 squared_error = 0.0 samples = 1 value = 732.35 3432->3436 3434 squared_error = 0.0 samples = 1 value = 732.05 3433->3434 3435 squared_error = 0.0 samples = 1 value = 732.15 3433->3435 3438 squared_error = 0.0 samples = 1 value = 731.9 3437->3438 3439 squared_error = 0.0 samples = 1 value = 731.85 3437->3439 3441 Volume_lag_1d <= 0.003 squared_error = 0.09 samples = 2 value = 729.6 3440->3441 3444 squared_error = 0.0 samples = 1 value = 728.45 3440->3444 3442 squared_error = 0.0 samples = 1 value = 729.3 3441->3442 3443 squared_error = 0.0 samples = 1 value = 729.9 3441->3443 3446 squared_error = 0.0 samples = 1 value = 737.1 3445->3446 3447 VWAP <= 0.237 squared_error = 0.776 samples = 4 value = 733.775 3445->3447 3448 squared_error = 0.0 samples = 1 value = 732.4 3447->3448 3449 High <= 0.24 squared_error = 0.194 samples = 3 value = 734.233 3447->3449 3450 High <= 0.237 squared_error = 0.006 samples = 2 value = 733.925 3449->3450 3453 squared_error = 0.0 samples = 1 value = 734.85 3449->3453 3451 squared_error = 0.0 samples = 1 value = 733.85 3450->3451 3452 squared_error = 0.0 samples = 1 value = 734.0 3450->3452 3455 Open <= 0.232 squared_error = 1.221 samples = 5 value = 734.74 3454->3455 3464 Low <= 0.24 squared_error = 1.012 samples = 6 value = 739.183 3454->3464 3456 Prev Close <= 0.228 squared_error = 0.581 samples = 4 value = 735.175 3455->3456 3463 squared_error = 0.0 samples = 1 value = 733.0 3455->3463 3457 Prev Close <= 0.225 squared_error = 0.001 samples = 2 value = 734.475 3456->3457 3460 Volume_lag_1d <= 0.008 squared_error = 0.181 samples = 2 value = 735.875 3456->3460 3458 squared_error = 0.0 samples = 1 value = 734.5 3457->3458 3459 squared_error = 0.0 samples = 1 value = 734.45 3457->3459 3461 squared_error = 0.0 samples = 1 value = 735.45 3460->3461 3462 squared_error = 0.0 samples = 1 value = 736.3 3460->3462 3465 VWAP <= 0.24 squared_error = 0.601 samples = 2 value = 740.275 3464->3465 3468 VWAP <= 0.241 squared_error = 0.324 samples = 4 value = 738.637 3464->3468 3466 squared_error = 0.0 samples = 1 value = 739.5 3465->3466 3467 squared_error = 0.0 samples = 1 value = 741.05 3465->3467 3469 Last <= 0.24 squared_error = 0.001 samples = 2 value = 738.125 3468->3469 3472 Low <= 0.241 squared_error = 0.123 samples = 2 value = 739.15 3468->3472 3470 squared_error = 0.0 samples = 1 value = 738.1 3469->3470 3471 squared_error = 0.0 samples = 1 value = 738.15 3469->3471 3473 squared_error = 0.0 samples = 1 value = 738.8 3472->3473 3474 squared_error = 0.0 samples = 1 value = 739.5 3472->3474 3476 High <= 0.249 squared_error = 4.095 samples = 13 value = 741.969 3475->3476 3501 Last <= 0.242 squared_error = 0.002 samples = 2 value = 746.7 3475->3501 3477 High <= 0.239 squared_error = 2.951 samples = 11 value = 742.505 3476->3477 3498 High <= 0.251 squared_error = 0.141 samples = 2 value = 739.025 3476->3498 3478 squared_error = 0.0 samples = 1 value = 738.45 3477->3478 3479 Prev Close <= 0.236 squared_error = 1.438 samples = 10 value = 742.91 3477->3479 3480 Prev Close <= 0.235 squared_error = 0.128 samples = 4 value = 741.938 3479->3480 3487 Prev Close <= 0.245 squared_error = 1.26 samples = 6 value = 743.558 3479->3487 3481 Low <= 0.236 squared_error = 0.042 samples = 3 value = 742.117 3480->3481 3486 squared_error = -0.0 samples = 1 value = 741.4 3480->3486 3482 squared_error = 0.0 samples = 1 value = 741.85 3481->3482 3483 High <= 0.24 squared_error = 0.01 samples = 2 value = 742.25 3481->3483 3484 squared_error = 0.0 samples = 1 value = 742.15 3483->3484 3485 squared_error = 0.0 samples = 1 value = 742.35 3483->3485 3488 VWAP <= 0.241 squared_error = 0.383 samples = 4 value = 744.262 3487->3488 3495 Volume_lag_1d <= 0.004 squared_error = 0.04 samples = 2 value = 742.15 3487->3495 3489 Last <= 0.242 squared_error = 0.006 samples = 2 value = 744.875 3488->3489 3492 Last <= 0.242 squared_error = 0.01 samples = 2 value = 743.65 3488->3492 3490 squared_error = 0.0 samples = 1 value = 744.8 3489->3490 3491 squared_error = 0.0 samples = 1 value = 744.95 3489->3491 3493 squared_error = 0.0 samples = 1 value = 743.55 3492->3493 3494 squared_error = 0.0 samples = 1 value = 743.75 3492->3494 3496 squared_error = 0.0 samples = 1 value = 741.95 3495->3496 3497 squared_error = -0.0 samples = 1 value = 742.35 3495->3497 3499 squared_error = 0.0 samples = 1 value = 738.65 3498->3499 3500 squared_error = 0.0 samples = 1 value = 739.4 3498->3500 3502 squared_error = 0.0 samples = 1 value = 746.65 3501->3502 3503 squared_error = -0.0 samples = 1 value = 746.75 3501->3503 3505 Last <= 0.257 squared_error = 349.127 samples = 66 value = 773.535 3504->3505 3634 Last <= 0.281 squared_error = 373.292 samples = 140 value = 838.336 3504->3634 3506 VWAP <= 0.247 squared_error = 85.808 samples = 39 value = 759.951 3505->3506 3583 Last <= 0.262 squared_error = 77.984 samples = 27 value = 793.156 3505->3583 3507 Last <= 0.247 squared_error = 41.407 samples = 21 value = 753.417 3506->3507 3548 Last <= 0.252 squared_error = 29.67 samples = 18 value = 767.575 3506->3548 3508 High <= 0.25 squared_error = 5.649 samples = 11 value = 749.136 3507->3508 3529 VWAP <= 0.244 squared_error = 38.42 samples = 10 value = 758.125 3507->3529 3509 Last <= 0.244 squared_error = 2.686 samples = 10 value = 748.57 3508->3509 3528 squared_error = 0.0 samples = 1 value = 754.8 3508->3528 3510 Last <= 0.243 squared_error = 1.464 samples = 4 value = 746.912 3509->3510 3517 Last <= 0.244 squared_error = 0.447 samples = 6 value = 749.675 3509->3517 3511 squared_error = 0.0 samples = 1 value = 749.0 3510->3511 3512 Volume_lag_1d <= 0.012 squared_error = 0.016 samples = 3 value = 746.217 3510->3512 3513 VWAP <= 0.243 squared_error = 0.002 samples = 2 value = 746.3 3512->3513 3516 squared_error = 0.0 samples = 1 value = 746.05 3512->3516 3514 squared_error = 0.0 samples = 1 value = 746.25 3513->3514 3515 squared_error = 0.0 samples = 1 value = 746.35 3513->3515 3518 Prev Close <= 0.241 squared_error = 0.01 samples = 2 value = 748.9 3517->3518 3521 Prev Close <= 0.236 squared_error = 0.215 samples = 4 value = 750.062 3517->3521 3519 squared_error = 0.0 samples = 1 value = 749.0 3518->3519 3520 squared_error = 0.0 samples = 1 value = 748.8 3518->3520 3522 squared_error = 0.0 samples = 1 value = 749.35 3521->3522 3523 Last <= 0.245 squared_error = 0.062 samples = 3 value = 750.3 3521->3523 3524 High <= 0.247 squared_error = 0.001 samples = 2 value = 750.125 3523->3524 3527 squared_error = 0.0 samples = 1 value = 750.65 3523->3527 3525 squared_error = 0.0 samples = 1 value = 750.15 3524->3525 3526 squared_error = 0.0 samples = 1 value = 750.1 3524->3526 3530 Volume_lag_1d <= 0.01 squared_error = 27.24 samples = 4 value = 752.587 3529->3530 3537 Prev Close <= 0.241 squared_error = 11.801 samples = 6 value = 761.817 3529->3537 3531 Open <= 0.24 squared_error = 6.25 samples = 2 value = 747.7 3530->3531 3534 Volume_lag_1d <= 0.015 squared_error = 0.456 samples = 2 value = 757.475 3530->3534 3532 squared_error = 0.0 samples = 1 value = 745.2 3531->3532 3533 squared_error = 0.0 samples = 1 value = 750.2 3531->3533 3535 squared_error = 0.0 samples = 1 value = 758.15 3534->3535 3536 squared_error = 0.0 samples = 1 value = 756.8 3534->3536 3538 squared_error = 0.0 samples = 1 value = 768.95 3537->3538 3539 Open <= 0.24 squared_error = 1.949 samples = 5 value = 760.39 3537->3539 3540 High <= 0.249 squared_error = 0.391 samples = 2 value = 761.825 3539->3540 3543 High <= 0.247 squared_error = 0.701 samples = 3 value = 759.433 3539->3543 3541 squared_error = 0.0 samples = 1 value = 762.45 3540->3541 3542 squared_error = 0.0 samples = 1 value = 761.2 3540->3542 3544 squared_error = 0.0 samples = 1 value = 758.25 3543->3544 3545 VWAP <= 0.246 squared_error = 0.001 samples = 2 value = 760.025 3543->3545 3546 squared_error = 0.0 samples = 1 value = 760.05 3545->3546 3547 squared_error = 0.0 samples = 1 value = 760.0 3545->3547 3549 Last <= 0.249 squared_error = 6.084 samples = 12 value = 764.125 3548->3549 3572 Volume_lag_1d <= 0.003 squared_error = 5.426 samples = 6 value = 774.475 3548->3572 3550 Open <= 0.256 squared_error = 2.213 samples = 4 value = 762.112 3549->3550 3557 Volume_lag_1d <= 0.002 squared_error = 4.982 samples = 8 value = 765.131 3549->3557 3551 VWAP <= 0.249 squared_error = 0.824 samples = 3 value = 761.383 3550->3551 3556 squared_error = -0.0 samples = 1 value = 764.3 3550->3556 3552 squared_error = 0.0 samples = 1 value = 760.1 3551->3552 3553 High <= 0.251 squared_error = 0.001 samples = 2 value = 762.025 3551->3553 3554 squared_error = 0.0 samples = 1 value = 762.05 3553->3554 3555 squared_error = 0.0 samples = 1 value = 762.0 3553->3555 3558 squared_error = 0.0 samples = 1 value = 761.55 3557->3558 3559 VWAP <= 0.248 squared_error = 3.6 samples = 7 value = 765.643 3557->3559 3560 Prev Close <= 0.252 squared_error = 1.182 samples = 3 value = 763.917 3559->3560 3565 Volume_lag_1d <= 0.003 squared_error = 1.502 samples = 4 value = 766.938 3559->3565 3561 VWAP <= 0.248 squared_error = 0.16 samples = 2 value = 764.65 3560->3561 3564 squared_error = -0.0 samples = 1 value = 762.45 3560->3564 3562 squared_error = 0.0 samples = 1 value = 765.05 3561->3562 3563 squared_error = 0.0 samples = 1 value = 764.25 3561->3563 3566 Volume_lag_1d <= 0.003 squared_error = 0.051 samples = 2 value = 765.775 3565->3566 3569 Last <= 0.25 squared_error = 0.25 samples = 2 value = 768.1 3565->3569 3567 squared_error = 0.0 samples = 1 value = 765.55 3566->3567 3568 squared_error = -0.0 samples = 1 value = 766.0 3566->3568 3570 squared_error = 0.0 samples = 1 value = 768.6 3569->3570 3571 squared_error = 0.0 samples = 1 value = 767.6 3569->3571 3573 squared_error = 0.0 samples = 1 value = 778.6 3572->3573 3574 Open <= 0.244 squared_error = 2.428 samples = 5 value = 773.65 3572->3574 3575 squared_error = 0.0 samples = 1 value = 770.75 3574->3575 3576 VWAP <= 0.256 squared_error = 0.407 samples = 4 value = 774.375 3574->3576 3577 Last <= 0.253 squared_error = 0.029 samples = 3 value = 774.017 3576->3577 3582 squared_error = 0.0 samples = 1 value = 775.45 3576->3582 3578 squared_error = 0.0 samples = 1 value = 774.25 3577->3578 3579 Open <= 0.252 squared_error = 0.002 samples = 2 value = 773.9 3577->3579 3580 squared_error = 0.0 samples = 1 value = 773.95 3579->3580 3581 squared_error = -0.0 samples = 1 value = 773.85 3579->3581 3584 Last <= 0.259 squared_error = 17.505 samples = 11 value = 783.845 3583->3584 3603 Last <= 0.266 squared_error = 19.004 samples = 16 value = 799.556 3583->3603 3585 High <= 0.261 squared_error = 1.096 samples = 5 value = 779.91 3584->3585 3594 VWAP <= 0.254 squared_error = 7.516 samples = 6 value = 787.125 3584->3594 3586 High <= 0.258 squared_error = 0.001 samples = 2 value = 781.125 3585->3586 3589 Low <= 0.252 squared_error = 0.187 samples = 3 value = 779.1 3585->3589 3587 squared_error = 0.0 samples = 1 value = 781.1 3586->3587 3588 squared_error = 0.0 samples = 1 value = 781.15 3586->3588 3590 Low <= 0.246 squared_error = 0.01 samples = 2 value = 779.4 3589->3590 3593 squared_error = 0.0 samples = 1 value = 778.5 3589->3593 3591 squared_error = 0.0 samples = 1 value = 779.5 3590->3591 3592 squared_error = -0.0 samples = 1 value = 779.3 3590->3592 3595 squared_error = 0.0 samples = 1 value = 781.2 3594->3595 3596 High <= 0.262 squared_error = 0.594 samples = 5 value = 788.31 3594->3596 3597 High <= 0.258 squared_error = 0.182 samples = 4 value = 787.975 3596->3597 3602 squared_error = -0.0 samples = 1 value = 789.65 3596->3602 3598 squared_error = 0.0 samples = 1 value = 787.25 3597->3598 3599 Open <= 0.256 squared_error = 0.009 samples = 3 value = 788.217 3597->3599 3600 squared_error = 0.0 samples = 1 value = 788.35 3599->3600 3601 squared_error = -0.0 samples = 2 value = 788.15 3599->3601 3604 VWAP <= 0.264 squared_error = 6.253 samples = 7 value = 795.379 3603->3604 3617 VWAP <= 0.265 squared_error = 4.789 samples = 9 value = 802.806 3603->3617 3605 Volume_lag_1d <= 0.037 squared_error = 0.116 samples = 3 value = 792.617 3604->3605 3610 Last <= 0.264 squared_error = 0.845 samples = 4 value = 797.45 3604->3610 3606 High <= 0.267 squared_error = 0.01 samples = 2 value = 792.85 3605->3606 3609 squared_error = -0.0 samples = 1 value = 792.15 3605->3609 3607 squared_error = 0.0 samples = 1 value = 792.95 3606->3607 3608 squared_error = 0.0 samples = 1 value = 792.75 3606->3608 3611 Low <= 0.262 squared_error = 0.16 samples = 2 value = 798.25 3610->3611 3614 Volume_lag_1d <= 0.017 squared_error = 0.25 samples = 2 value = 796.65 3610->3614 3612 squared_error = 0.0 samples = 1 value = 797.85 3611->3612 3613 squared_error = 0.0 samples = 1 value = 798.65 3611->3613 3615 squared_error = 0.0 samples = 1 value = 796.15 3614->3615 3616 squared_error = -0.0 samples = 1 value = 797.15 3614->3616 3618 VWAP <= 0.264 squared_error = 0.391 samples = 2 value = 799.375 3617->3618 3621 Prev Close <= 0.269 squared_error = 1.722 samples = 7 value = 803.786 3617->3621 3619 squared_error = 0.0 samples = 1 value = 800.0 3618->3619 3620 squared_error = 0.0 samples = 1 value = 798.75 3618->3620 3622 Volume_lag_1d <= 0.003 squared_error = 0.481 samples = 5 value = 804.5 3621->3622 3631 VWAP <= 0.269 squared_error = 0.36 samples = 2 value = 802.0 3621->3631 3623 Open <= 0.265 squared_error = 0.051 samples = 2 value = 803.725 3622->3623 3626 Last <= 0.267 squared_error = 0.101 samples = 3 value = 805.017 3622->3626 3624 squared_error = 0.0 samples = 1 value = 803.5 3623->3624 3625 squared_error = 0.0 samples = 1 value = 803.95 3623->3625 3627 squared_error = 0.0 samples = 1 value = 805.45 3626->3627 3628 Low <= 0.263 squared_error = 0.01 samples = 2 value = 804.8 3626->3628 3629 squared_error = 0.0 samples = 1 value = 804.7 3628->3629 3630 squared_error = 0.0 samples = 1 value = 804.9 3628->3630 3632 squared_error = 0.0 samples = 1 value = 802.6 3631->3632 3633 squared_error = 0.0 samples = 1 value = 801.4 3631->3633 3635 Last <= 0.274 squared_error = 98.475 samples = 76 value = 823.786 3634->3635 3784 Last <= 0.29 squared_error = 149.744 samples = 64 value = 855.613 3634->3784 3636 VWAP <= 0.271 squared_error = 30.892 samples = 34 value = 814.65 3635->3636 3701 Last <= 0.278 squared_error = 30.913 samples = 42 value = 831.182 3635->3701 3637 Last <= 0.27 squared_error = 10.637 samples = 17 value = 810.632 3636->3637 3668 VWAP <= 0.276 squared_error = 18.863 samples = 17 value = 818.668 3636->3668 3638 Low <= 0.269 squared_error = 2.456 samples = 10 value = 808.575 3637->3638 3657 Open <= 0.265 squared_error = 7.64 samples = 7 value = 813.571 3637->3657 3639 Prev Close <= 0.271 squared_error = 0.686 samples = 4 value = 806.875 3638->3639 3646 VWAP <= 0.269 squared_error = 0.425 samples = 6 value = 809.708 3638->3646 3640 Volume_lag_1d <= 0.008 squared_error = 0.012 samples = 3 value = 807.35 3639->3640 3645 squared_error = 0.0 samples = 1 value = 805.45 3639->3645 3641 VWAP <= 0.267 squared_error = 0.001 samples = 2 value = 807.425 3640->3641 3644 squared_error = -0.0 samples = 1 value = 807.2 3640->3644 3642 squared_error = 0.0 samples = 1 value = 807.4 3641->3642 3643 squared_error = 0.0 samples = 1 value = 807.45 3641->3643 3647 Open <= 0.272 squared_error = 0.077 samples = 3 value = 809.117 3646->3647 3652 Volume_lag_1d <= 0.009 squared_error = 0.072 samples = 3 value = 810.3 3646->3652 3648 squared_error = 0.0 samples = 1 value = 809.5 3647->3648 3649 Prev Close <= 0.273 squared_error = 0.006 samples = 2 value = 808.925 3647->3649 3650 squared_error = 0.0 samples = 1 value = 808.85 3649->3650 3651 squared_error = 0.0 samples = 1 value = 809.0 3649->3651 3653 squared_error = 0.0 samples = 1 value = 810.65 3652->3653 3654 Last <= 0.27 squared_error = 0.016 samples = 2 value = 810.125 3652->3654 3655 squared_error = 0.0 samples = 1 value = 810.25 3654->3655 3656 squared_error = 0.0 samples = 1 value = 810.0 3654->3656 3658 squared_error = 0.0 samples = 1 value = 819.4 3657->3658 3659 VWAP <= 0.267 squared_error = 2.308 samples = 6 value = 812.6 3657->3659 3660 squared_error = 0.0 samples = 1 value = 809.65 3659->3660 3661 Open <= 0.269 squared_error = 0.68 samples = 5 value = 813.19 3659->3661 3662 VWAP <= 0.27 squared_error = 0.276 samples = 2 value = 814.075 3661->3662 3665 Volume_lag_1d <= 0.017 squared_error = 0.08 samples = 3 value = 812.6 3661->3665 3663 squared_error = 0.0 samples = 1 value = 814.6 3662->3663 3664 squared_error = -0.0 samples = 1 value = 813.55 3662->3664 3666 squared_error = -0.0 samples = 2 value = 812.4 3665->3666 3667 squared_error = 0.0 samples = 1 value = 813.0 3665->3667 3669 Volume_lag_1d <= 0.021 squared_error = 9.665 samples = 14 value = 817.232 3668->3669 3696 High <= 0.285 squared_error = 7.296 samples = 3 value = 825.367 3668->3696 3670 Low <= 0.276 squared_error = 0.383 samples = 5 value = 820.49 3669->3670 3679 High <= 0.274 squared_error = 5.649 samples = 9 value = 815.422 3669->3679 3671 High <= 0.278 squared_error = 0.128 samples = 4 value = 820.225 3670->3671 3678 squared_error = -0.0 samples = 1 value = 821.55 3670->3678 3672 VWAP <= 0.272 squared_error = 0.024 samples = 3 value = 820.417 3671->3672 3677 squared_error = -0.0 samples = 1 value = 819.65 3671->3677 3673 squared_error = 0.0 samples = 1 value = 820.2 3672->3673 3674 High <= 0.275 squared_error = 0.001 samples = 2 value = 820.525 3672->3674 3675 squared_error = 0.0 samples = 1 value = 820.5 3674->3675 3676 squared_error = -0.0 samples = 1 value = 820.55 3674->3676 3680 Low <= 0.274 squared_error = 1.696 samples = 6 value = 816.875 3679->3680 3691 High <= 0.278 squared_error = 0.891 samples = 3 value = 812.517 3679->3691 3681 Last <= 0.272 squared_error = 0.444 samples = 5 value = 816.36 3680->3681 3690 squared_error = 0.0 samples = 1 value = 819.45 3680->3690 3682 Prev Close <= 0.271 squared_error = 0.16 samples = 2 value = 817.05 3681->3682 3685 High <= 0.272 squared_error = 0.105 samples = 3 value = 815.9 3681->3685 3683 squared_error = 0.0 samples = 1 value = 817.45 3682->3683 3684 squared_error = 0.0 samples = 1 value = 816.65 3682->3684 3686 High <= 0.271 squared_error = 0.006 samples = 2 value = 816.125 3685->3686 3689 squared_error = 0.0 samples = 1 value = 815.45 3685->3689 3687 squared_error = 0.0 samples = 1 value = 816.05 3686->3687 3688 squared_error = 0.0 samples = 1 value = 816.2 3686->3688 3692 Last <= 0.27 squared_error = 0.002 samples = 2 value = 811.85 3691->3692 3695 squared_error = 0.0 samples = 1 value = 813.85 3691->3695 3693 squared_error = 0.0 samples = 1 value = 811.9 3692->3693 3694 squared_error = 0.0 samples = 1 value = 811.8 3692->3694 3697 Volume_lag_1d <= 0.006 squared_error = 0.49 samples = 2 value = 823.5 3696->3697 3700 squared_error = 0.0 samples = 1 value = 829.1 3696->3700 3698 squared_error = 0.0 samples = 1 value = 822.8 3697->3698 3699 squared_error = -0.0 samples = 1 value = 824.2 3697->3699 3702 VWAP <= 0.277 squared_error = 11.358 samples = 19 value = 826.282 3701->3702 3739 Volume_lag_1d <= 0.003 squared_error = 10.84 samples = 23 value = 835.23 3701->3739 3703 Last <= 0.277 squared_error = 6.256 samples = 13 value = 824.581 3702->3703 3728 Prev Close <= 0.282 squared_error = 2.566 samples = 6 value = 829.967 3702->3728 3704 Prev Close <= 0.274 squared_error = 1.866 samples = 10 value = 823.56 3703->3704 3723 High <= 0.276 squared_error = 5.837 samples = 3 value = 827.983 3703->3723 3705 High <= 0.276 squared_error = 0.362 samples = 3 value = 825.15 3704->3705 3710 Last <= 0.276 squared_error = 0.963 samples = 7 value = 822.879 3704->3710 3706 squared_error = 0.0 samples = 1 value = 824.35 3705->3706 3707 Volume_lag_1d <= 0.007 squared_error = 0.063 samples = 2 value = 825.55 3705->3707 3708 squared_error = 0.0 samples = 1 value = 825.3 3707->3708 3709 squared_error = 0.0 samples = 1 value = 825.8 3707->3709 3711 Last <= 0.275 squared_error = 0.114 samples = 4 value = 823.65 3710->3711 3718 VWAP <= 0.275 squared_error = 0.245 samples = 3 value = 821.85 3710->3718 3712 High <= 0.277 squared_error = 0.001 samples = 2 value = 823.325 3711->3712 3715 Last <= 0.276 squared_error = 0.016 samples = 2 value = 823.975 3711->3715 3713 squared_error = 0.0 samples = 1 value = 823.3 3712->3713 3714 squared_error = -0.0 samples = 1 value = 823.35 3712->3714 3716 squared_error = 0.0 samples = 1 value = 823.85 3715->3716 3717 squared_error = 0.0 samples = 1 value = 824.1 3715->3717 3719 Prev Close <= 0.28 squared_error = 0.051 samples = 2 value = 822.175 3718->3719 3722 squared_error = 0.0 samples = 1 value = 821.2 3718->3722 3720 squared_error = 0.0 samples = 1 value = 821.95 3719->3720 3721 squared_error = 0.0 samples = 1 value = 822.4 3719->3721 3724 Low <= 0.277 squared_error = 0.423 samples = 2 value = 829.65 3723->3724 3727 squared_error = -0.0 samples = 1 value = 824.65 3723->3727 3725 squared_error = 0.0 samples = 1 value = 830.3 3724->3725 3726 squared_error = -0.0 samples = 1 value = 829.0 3724->3726 3729 Prev Close <= 0.279 squared_error = 0.86 samples = 3 value = 828.75 3728->3729 3734 High <= 0.288 squared_error = 1.311 samples = 3 value = 831.183 3728->3734 3730 squared_error = 0.0 samples = 1 value = 827.45 3729->3730 3731 Volume_lag_1d <= 0.023 squared_error = 0.023 samples = 2 value = 829.4 3729->3731 3732 squared_error = 0.0 samples = 1 value = 829.25 3731->3732 3733 squared_error = 0.0 samples = 1 value = 829.55 3731->3733 3735 VWAP <= 0.279 squared_error = 0.202 samples = 2 value = 831.95 3734->3735 3738 squared_error = -0.0 samples = 1 value = 829.65 3734->3738 3736 squared_error = 0.0 samples = 1 value = 832.4 3735->3736 3737 squared_error = -0.0 samples = 1 value = 831.5 3735->3737 3740 Prev Close <= 0.29 squared_error = 6.067 samples = 3 value = 840.367 3739->3740 3745 Volume_lag_1d <= 0.02 squared_error = 7.005 samples = 20 value = 834.46 3739->3745 3741 High <= 0.282 squared_error = 1.501 samples = 2 value = 838.775 3740->3741 3744 squared_error = 0.0 samples = 1 value = 843.55 3740->3744 3742 squared_error = 0.0 samples = 1 value = 837.55 3741->3742 3743 squared_error = 0.0 samples = 1 value = 840.0 3741->3743 3746 Last <= 0.281 squared_error = 3.945 samples = 12 value = 835.633 3745->3746 3769 Last <= 0.281 squared_error = 6.433 samples = 8 value = 832.7 3745->3769 3747 VWAP <= 0.281 squared_error = 2.171 samples = 10 value = 834.98 3746->3747 3766 Volume_lag_1d <= 0.013 squared_error = 0.01 samples = 2 value = 838.9 3746->3766 3748 Volume_lag_1d <= 0.014 squared_error = 1.282 samples = 6 value = 834.058 3747->3748 3759 Last <= 0.28 squared_error = 0.319 samples = 4 value = 836.362 3747->3759 3749 VWAP <= 0.278 squared_error = 0.665 samples = 4 value = 833.438 3748->3749 3756 Open <= 0.281 squared_error = 0.203 samples = 2 value = 835.3 3748->3756 3750 Open <= 0.267 squared_error = 0.04 samples = 2 value = 832.65 3749->3750 3753 Low <= 0.279 squared_error = 0.051 samples = 2 value = 834.225 3749->3753 3751 squared_error = 0.0 samples = 1 value = 832.85 3750->3751 3752 squared_error = -0.0 samples = 1 value = 832.45 3750->3752 3754 squared_error = 0.0 samples = 1 value = 834.45 3753->3754 3755 squared_error = 0.0 samples = 1 value = 834.0 3753->3755 3757 squared_error = 0.0 samples = 1 value = 835.75 3756->3757 3758 squared_error = 0.0 samples = 1 value = 834.85 3756->3758 3760 squared_error = 0.0 samples = 1 value = 835.5 3759->3760 3761 Prev Close <= 0.278 squared_error = 0.095 samples = 3 value = 836.65 3759->3761 3762 squared_error = 0.0 samples = 1 value = 837.05 3761->3762 3763 VWAP <= 0.281 squared_error = 0.022 samples = 2 value = 836.45 3761->3763 3764 squared_error = 0.0 samples = 1 value = 836.6 3763->3764 3765 squared_error = -0.0 samples = 1 value = 836.3 3763->3765 3767 squared_error = 0.0 samples = 1 value = 838.8 3766->3767 3768 squared_error = 0.0 samples = 1 value = 839.0 3766->3768 3770 Low <= 0.273 squared_error = 3.534 samples = 6 value = 831.592 3769->3770 3781 Prev Close <= 0.292 squared_error = 0.391 samples = 2 value = 836.025 3769->3781 3771 squared_error = 0.0 samples = 1 value = 828.15 3770->3771 3772 Open <= 0.273 squared_error = 1.398 samples = 5 value = 832.28 3770->3772 3773 squared_error = 0.0 samples = 1 value = 834.25 3772->3773 3774 Low <= 0.279 squared_error = 0.534 samples = 4 value = 831.788 3772->3774 3775 Prev Close <= 0.275 squared_error = 0.006 samples = 2 value = 832.425 3774->3775 3778 Volume_lag_1d <= 0.253 squared_error = 0.25 samples = 2 value = 831.15 3774->3778 3776 squared_error = 0.0 samples = 1 value = 832.5 3775->3776 3777 squared_error = 0.0 samples = 1 value = 832.35 3775->3777 3779 squared_error = 0.0 samples = 1 value = 830.65 3778->3779 3780 squared_error = 0.0 samples = 1 value = 831.65 3778->3780 3782 squared_error = 0.0 samples = 1 value = 835.4 3781->3782 3783 squared_error = 0.0 samples = 1 value = 836.65 3781->3783 3785 Last <= 0.286 squared_error = 56.511 samples = 40 value = 847.882 3784->3785 3860 Last <= 0.294 squared_error = 39.509 samples = 24 value = 868.498 3784->3860 3786 Low <= 0.271 squared_error = 40.319 samples = 22 value = 843.018 3785->3786 3827 Volume_lag_1d <= 0.008 squared_error = 12.036 samples = 18 value = 853.828 3785->3827 3787 squared_error = 0.0 samples = 1 value = 817.7 3786->3787 3788 Last <= 0.284 squared_error = 10.261 samples = 21 value = 844.224 3786->3788 3789 Low <= 0.283 squared_error = 4.188 samples = 12 value = 841.942 3788->3789 3810 VWAP <= 0.285 squared_error = 2.154 samples = 9 value = 847.267 3788->3810 3790 Volume_lag_1d <= 0.023 squared_error = 1.593 samples = 8 value = 840.806 3789->3790 3805 Volume_lag_1d <= 0.01 squared_error = 1.644 samples = 4 value = 844.213 3789->3805 3791 VWAP <= 0.281 squared_error = 1.098 samples = 6 value = 841.292 3790->3791 3802 Prev Close <= 0.283 squared_error = 0.25 samples = 2 value = 839.35 3790->3802 3792 Prev Close <= 0.274 squared_error = 0.243 samples = 4 value = 840.625 3791->3792 3799 Last <= 0.283 squared_error = 0.141 samples = 2 value = 842.625 3791->3799 3793 squared_error = 0.0 samples = 1 value = 839.85 3792->3793 3794 Open <= 0.281 squared_error = 0.057 samples = 3 value = 840.883 3792->3794 3795 squared_error = 0.0 samples = 1 value = 840.55 3794->3795 3796 Volume_lag_1d <= 0.006 squared_error = 0.003 samples = 2 value = 841.05 3794->3796 3797 squared_error = 0.0 samples = 1 value = 841.1 3796->3797 3798 squared_error = 0.0 samples = 1 value = 841.0 3796->3798 3800 squared_error = 0.0 samples = 1 value = 843.0 3799->3800 3801 squared_error = 0.0 samples = 1 value = 842.25 3799->3801 3803 squared_error = 0.0 samples = 1 value = 839.85 3802->3803 3804 squared_error = 0.0 samples = 1 value = 838.85 3802->3804 3806 squared_error = 0.0 samples = 2 value = 845.45 3805->3806 3807 High <= 0.283 squared_error = 0.226 samples = 2 value = 842.975 3805->3807 3808 squared_error = 0.0 samples = 1 value = 842.5 3807->3808 3809 squared_error = 0.0 samples = 1 value = 843.45 3807->3809 3811 Low <= 0.28 squared_error = 0.485 samples = 5 value = 846.05 3810->3811 3820 Last <= 0.286 squared_error = 0.077 samples = 4 value = 848.788 3810->3820 3812 squared_error = 0.0 samples = 1 value = 844.85 3811->3812 3813 Open <= 0.292 squared_error = 0.156 samples = 4 value = 846.35 3811->3813 3814 High <= 0.282 squared_error = 0.021 samples = 3 value = 846.567 3813->3814 3819 squared_error = -0.0 samples = 1 value = 845.7 3813->3819 3815 squared_error = 0.0 samples = 1 value = 846.75 3814->3815 3816 High <= 0.283 squared_error = 0.006 samples = 2 value = 846.475 3814->3816 3817 squared_error = 0.0 samples = 1 value = 846.55 3816->3817 3818 squared_error = 0.0 samples = 1 value = 846.4 3816->3818 3821 Open <= 0.288 squared_error = 0.027 samples = 3 value = 848.65 3820->3821 3826 squared_error = -0.0 samples = 1 value = 849.2 3820->3826 3822 High <= 0.287 squared_error = 0.01 samples = 2 value = 848.55 3821->3822 3825 squared_error = 0.0 samples = 1 value = 848.85 3821->3825 3823 squared_error = 0.0 samples = 1 value = 848.45 3822->3823 3824 squared_error = 0.0 samples = 1 value = 848.65 3822->3824 3828 Open <= 0.291 squared_error = 10.825 samples = 5 value = 849.85 3827->3828 3837 Last <= 0.288 squared_error = 4.076 samples = 13 value = 855.358 3827->3837 3829 Prev Close <= 0.286 squared_error = 3.905 samples = 4 value = 851.238 3828->3829 3836 squared_error = -0.0 samples = 1 value = 844.3 3828->3836 3830 Open <= 0.286 squared_error = 0.456 samples = 2 value = 849.325 3829->3830 3833 High <= 0.288 squared_error = 0.04 samples = 2 value = 853.15 3829->3833 3831 squared_error = 0.0 samples = 1 value = 850.0 3830->3831 3832 squared_error = -0.0 samples = 1 value = 848.65 3830->3832 3834 squared_error = 0.0 samples = 1 value = 853.35 3833->3834 3835 squared_error = 0.0 samples = 1 value = 852.95 3833->3835 3838 Open <= 0.288 squared_error = 1.232 samples = 3 value = 853.0 3837->3838 3843 Volume_lag_1d <= 0.121 squared_error = 2.762 samples = 10 value = 856.065 3837->3843 3839 squared_error = 0.0 samples = 1 value = 854.5 3838->3839 3840 Volume_lag_1d <= 0.019 squared_error = 0.16 samples = 2 value = 852.25 3838->3840 3841 squared_error = 0.0 samples = 1 value = 852.65 3840->3841 3842 squared_error = -0.0 samples = 1 value = 851.85 3840->3842 3844 Prev Close <= 0.291 squared_error = 1.41 samples = 9 value = 856.472 3843->3844 3859 squared_error = 0.0 samples = 1 value = 852.4 3843->3859 3845 Volume_lag_1d <= 0.013 squared_error = 0.698 samples = 7 value = 856.014 3844->3845 3856 VWAP <= 0.291 squared_error = 0.601 samples = 2 value = 858.075 3844->3856 3846 Last <= 0.288 squared_error = 0.302 samples = 2 value = 854.9 3845->3846 3849 High <= 0.286 squared_error = 0.16 samples = 5 value = 856.46 3845->3849 3847 squared_error = 0.0 samples = 1 value = 855.45 3846->3847 3848 squared_error = -0.0 samples = 1 value = 854.35 3846->3848 3850 squared_error = 0.0 samples = 1 value = 855.7 3849->3850 3851 Last <= 0.289 squared_error = 0.02 samples = 4 value = 856.65 3849->3851 3852 squared_error = 0.0 samples = 1 value = 856.85 3851->3852 3853 High <= 0.289 squared_error = 0.009 samples = 3 value = 856.583 3851->3853 3854 squared_error = 0.0 samples = 2 value = 856.65 3853->3854 3855 squared_error = 0.0 samples = 1 value = 856.45 3853->3855 3857 squared_error = 0.0 samples = 1 value = 857.3 3856->3857 3858 squared_error = -0.0 samples = 1 value = 858.85 3856->3858 3861 Low <= 0.29 squared_error = 14.207 samples = 14 value = 864.029 3860->3861 3888 Last <= 0.296 squared_error = 7.816 samples = 10 value = 874.755 3860->3888 3862 Prev Close <= 0.297 squared_error = 4.435 samples = 5 value = 859.81 3861->3862 3871 Open <= 0.289 squared_error = 4.256 samples = 9 value = 866.372 3861->3871 3863 Last <= 0.291 squared_error = 1.738 samples = 4 value = 858.938 3862->3863 3870 squared_error = -0.0 samples = 1 value = 863.3 3862->3870 3864 Prev Close <= 0.289 squared_error = 0.191 samples = 3 value = 859.667 3863->3864 3869 squared_error = 0.0 samples = 1 value = 856.75 3863->3869 3865 High <= 0.292 squared_error = 0.031 samples = 2 value = 859.375 3864->3865 3868 squared_error = 0.0 samples = 1 value = 860.25 3864->3868 3866 squared_error = 0.0 samples = 1 value = 859.2 3865->3866 3867 squared_error = 0.0 samples = 1 value = 859.55 3865->3867 3872 squared_error = 0.0 samples = 1 value = 871.05 3871->3872 3873 Last <= 0.292 squared_error = 1.711 samples = 8 value = 865.788 3871->3873 3874 Low <= 0.294 squared_error = 0.42 samples = 3 value = 864.6 3873->3874 3879 Prev Close <= 0.295 squared_error = 1.132 samples = 5 value = 866.5 3873->3879 3875 Volume_lag_1d <= 0.004 squared_error = 0.022 samples = 2 value = 864.15 3874->3875 3878 squared_error = 0.0 samples = 1 value = 865.5 3874->3878 3876 squared_error = 0.0 samples = 1 value = 864.0 3875->3876 3877 squared_error = -0.0 samples = 1 value = 864.3 3875->3877 3880 Prev Close <= 0.293 squared_error = 0.062 samples = 2 value = 865.35 3879->3880 3883 Low <= 0.292 squared_error = 0.376 samples = 3 value = 867.267 3879->3883 3881 squared_error = 0.0 samples = 1 value = 865.6 3880->3881 3882 squared_error = 0.0 samples = 1 value = 865.1 3880->3882 3884 squared_error = 0.0 samples = 1 value = 866.5 3883->3884 3885 Last <= 0.293 squared_error = 0.122 samples = 2 value = 867.65 3883->3885 3886 squared_error = 0.0 samples = 1 value = 868.0 3885->3886 3887 squared_error = 0.0 samples = 1 value = 867.3 3885->3887 3889 Prev Close <= 0.293 squared_error = 0.772 samples = 3 value = 871.6 3888->3889 3894 Last <= 0.296 squared_error = 4.741 samples = 7 value = 876.107 3888->3894 3890 VWAP <= 0.293 squared_error = 0.25 samples = 2 value = 872.15 3889->3890 3893 squared_error = 0.0 samples = 1 value = 870.5 3889->3893 3891 squared_error = 0.0 samples = 1 value = 871.65 3890->3891 3892 squared_error = 0.0 samples = 1 value = 872.65 3890->3892 3895 squared_error = 0.0 samples = 1 value = 880.4 3894->3895 3896 Last <= 0.296 squared_error = 1.948 samples = 6 value = 875.392 3894->3896 3897 squared_error = 0.0 samples = 1 value = 872.45 3896->3897 3898 Volume_lag_1d <= 0.004 squared_error = 0.261 samples = 5 value = 875.98 3896->3898 3899 Open <= 0.293 squared_error = 0.054 samples = 3 value = 875.617 3898->3899 3904 Volume_lag_1d <= 0.008 squared_error = 0.076 samples = 2 value = 876.525 3898->3904 3900 squared_error = 0.0 samples = 1 value = 875.3 3899->3900 3901 Low <= 0.293 squared_error = 0.006 samples = 2 value = 875.775 3899->3901 3902 squared_error = 0.0 samples = 1 value = 875.7 3901->3902 3903 squared_error = -0.0 samples = 1 value = 875.85 3901->3903 3905 squared_error = 0.0 samples = 1 value = 876.25 3904->3905 3906 squared_error = -0.0 samples = 1 value = 876.8 3904->3906 3908 Last <= 0.329 squared_error = 1854.038 samples = 298 value = 959.272 3907->3908 4497 Last <= 0.391 squared_error = 1818.683 samples = 452 value = 1089.315 3907->4497 3909 Last <= 0.314 squared_error = 491.798 samples = 136 value = 918.206 3908->3909 4174 Last <= 0.346 squared_error = 393.323 samples = 162 value = 993.748 3908->4174 3910 Last <= 0.307 squared_error = 146.929 samples = 60 value = 896.738 3909->3910 4025 Last <= 0.322 squared_error = 112.97 samples = 76 value = 935.155 3909->4025 3911 Last <= 0.303 squared_error = 59.478 samples = 39 value = 889.46 3910->3911 3986 Low <= 0.308 squared_error = 28.27 samples = 21 value = 910.255 3910->3986 3912 VWAP <= 0.3 squared_error = 17.602 samples = 21 value = 883.981 3911->3912 3951 Open <= 0.334 squared_error = 32.442 samples = 18 value = 895.853 3911->3951 3913 Low <= 0.29 squared_error = 10.919 samples = 13 value = 881.6 3912->3913 3936 Last <= 0.301 squared_error = 4.282 samples = 8 value = 887.85 3912->3936 3914 Last <= 0.3 squared_error = 1.358 samples = 4 value = 884.375 3913->3914 3921 VWAP <= 0.298 squared_error = 10.224 samples = 9 value = 880.367 3913->3921 3915 Low <= 0.283 squared_error = 0.203 samples = 2 value = 883.3 3914->3915 3918 Open <= 0.293 squared_error = 0.202 samples = 2 value = 885.45 3914->3918 3916 squared_error = 0.0 samples = 1 value = 882.85 3915->3916 3917 squared_error = 0.0 samples = 1 value = 883.75 3915->3917 3919 squared_error = 0.0 samples = 1 value = 885.0 3918->3919 3920 squared_error = -0.0 samples = 1 value = 885.9 3918->3920 3922 VWAP <= 0.296 squared_error = 1.264 samples = 4 value = 877.363 3921->3922 3929 Last <= 0.3 squared_error = 4.397 samples = 5 value = 882.77 3921->3929 3923 VWAP <= 0.295 squared_error = 0.022 samples = 2 value = 876.25 3922->3923 3926 High <= 0.298 squared_error = 0.031 samples = 2 value = 878.475 3922->3926 3924 squared_error = 0.0 samples = 1 value = 876.1 3923->3924 3925 squared_error = -0.0 samples = 1 value = 876.4 3923->3925 3927 squared_error = 0.0 samples = 1 value = 878.3 3926->3927 3928 squared_error = 0.0 samples = 1 value = 878.65 3926->3928 3930 squared_error = 0.0 samples = 2 value = 880.3 3929->3930 3931 Volume_lag_1d <= 0.005 squared_error = 0.549 samples = 3 value = 884.417 3929->3931 3932 squared_error = 0.0 samples = 1 value = 883.45 3931->3932 3933 Volume_lag_1d <= 0.011 squared_error = 0.122 samples = 2 value = 884.9 3931->3933 3934 squared_error = 0.0 samples = 1 value = 884.55 3933->3934 3935 squared_error = 0.0 samples = 1 value = 885.25 3933->3935 3937 Low <= 0.3 squared_error = 0.022 samples = 2 value = 884.4 3936->3937 3940 Low <= 0.301 squared_error = 0.412 samples = 6 value = 889.0 3936->3940 3938 squared_error = 0.0 samples = 1 value = 884.55 3937->3938 3939 squared_error = 0.0 samples = 1 value = 884.25 3937->3939 3941 High <= 0.3 squared_error = 0.076 samples = 4 value = 888.6 3940->3941 3948 Open <= 0.31 squared_error = 0.123 samples = 2 value = 889.8 3940->3948 3942 squared_error = 0.0 samples = 1 value = 888.15 3941->3942 3943 Last <= 0.302 squared_error = 0.012 samples = 3 value = 888.75 3941->3943 3944 Volume_lag_1d <= 0.005 squared_error = 0.001 samples = 2 value = 888.675 3943->3944 3947 squared_error = -0.0 samples = 1 value = 888.9 3943->3947 3945 squared_error = 0.0 samples = 1 value = 888.65 3944->3945 3946 squared_error = 0.0 samples = 1 value = 888.7 3944->3946 3949 squared_error = 0.0 samples = 1 value = 889.45 3948->3949 3950 squared_error = 0.0 samples = 1 value = 890.15 3948->3950 3952 Volume_lag_1d <= 0.228 squared_error = 11.978 samples = 17 value = 896.968 3951->3952 3985 squared_error = 0.0 samples = 1 value = 876.9 3951->3985 3953 Last <= 0.307 squared_error = 8.105 samples = 15 value = 896.193 3952->3953 3982 Low <= 0.292 squared_error = 2.806 samples = 2 value = 902.775 3952->3982 3954 VWAP <= 0.305 squared_error = 6.026 samples = 14 value = 896.614 3953->3954 3981 squared_error = -0.0 samples = 1 value = 890.3 3953->3981 3955 Open <= 0.307 squared_error = 3.244 samples = 6 value = 894.975 3954->3955 3966 Prev Close <= 0.317 squared_error = 4.585 samples = 8 value = 897.844 3954->3966 3956 High <= 0.307 squared_error = 1.077 samples = 5 value = 895.66 3955->3956 3965 squared_error = 0.0 samples = 1 value = 891.55 3955->3965 3957 Last <= 0.305 squared_error = 0.266 samples = 4 value = 896.125 3956->3957 3964 squared_error = -0.0 samples = 1 value = 893.8 3956->3964 3958 squared_error = 0.0 samples = 1 value = 895.3 3957->3958 3959 Low <= 0.296 squared_error = 0.052 samples = 3 value = 896.4 3957->3959 3960 squared_error = 0.0 samples = 1 value = 896.1 3959->3960 3961 VWAP <= 0.305 squared_error = 0.01 samples = 2 value = 896.55 3959->3961 3962 squared_error = 0.0 samples = 1 value = 896.65 3961->3962 3963 squared_error = 0.0 samples = 1 value = 896.45 3961->3963 3967 Volume_lag_1d <= 0.003 squared_error = 0.991 samples = 6 value = 898.95 3966->3967 3978 Volume_lag_1d <= 0.221 squared_error = 0.681 samples = 2 value = 894.525 3966->3978 3968 squared_error = 0.0 samples = 1 value = 897.25 3967->3968 3969 Low <= 0.303 squared_error = 0.495 samples = 5 value = 899.29 3967->3969 3970 squared_error = 0.0 samples = 1 value = 900.5 3969->3970 3971 Low <= 0.306 squared_error = 0.162 samples = 4 value = 898.988 3969->3971 3972 High <= 0.319 squared_error = 0.051 samples = 2 value = 898.625 3971->3972 3975 Volume_lag_1d <= 0.011 squared_error = 0.01 samples = 2 value = 899.35 3971->3975 3973 squared_error = 0.0 samples = 1 value = 898.4 3972->3973 3974 squared_error = -0.0 samples = 1 value = 898.85 3972->3974 3976 squared_error = 0.0 samples = 1 value = 899.25 3975->3976 3977 squared_error = 0.0 samples = 1 value = 899.45 3975->3977 3979 squared_error = 0.0 samples = 1 value = 893.7 3978->3979 3980 squared_error = -0.0 samples = 1 value = 895.35 3978->3980 3983 squared_error = 0.0 samples = 1 value = 901.1 3982->3983 3984 squared_error = -0.0 samples = 1 value = 904.45 3982->3984 3987 Last <= 0.313 squared_error = 7.124 samples = 8 value = 904.331 3986->3987 4002 High <= 0.322 squared_error = 6.402 samples = 13 value = 913.9 3986->4002 3988 Prev Close <= 0.31 squared_error = 2.326 samples = 7 value = 903.479 3987->3988 4001 squared_error = -0.0 samples = 1 value = 910.3 3987->4001 3989 High <= 0.31 squared_error = 0.969 samples = 3 value = 904.783 3988->3989 3994 Open <= 0.313 squared_error = 1.109 samples = 4 value = 902.5 3988->3994 3990 Volume_lag_1d <= 0.106 squared_error = 0.25 samples = 2 value = 904.15 3989->3990 3993 squared_error = 0.0 samples = 1 value = 906.05 3989->3993 3991 squared_error = 0.0 samples = 1 value = 904.65 3990->3991 3992 squared_error = -0.0 samples = 1 value = 903.65 3990->3992 3995 High <= 0.31 squared_error = 0.01 samples = 2 value = 901.45 3994->3995 3998 Last <= 0.311 squared_error = 0.003 samples = 2 value = 903.55 3994->3998 3996 squared_error = 0.0 samples = 1 value = 901.55 3995->3996 3997 squared_error = -0.0 samples = 1 value = 901.35 3995->3997 3999 squared_error = 0.0 samples = 1 value = 903.5 3998->3999 4000 squared_error = 0.0 samples = 1 value = 903.6 3998->4000 4003 High <= 0.311 squared_error = 2.221 samples = 9 value = 912.517 4002->4003 4018 Prev Close <= 0.317 squared_error = 1.817 samples = 4 value = 917.012 4002->4018 4004 Last <= 0.312 squared_error = 0.222 samples = 4 value = 911.512 4003->4004 4009 High <= 0.311 squared_error = 2.368 samples = 5 value = 913.32 4003->4009 4005 squared_error = 0.0 samples = 1 value = 910.7 4004->4005 4006 Volume_lag_1d <= 0.021 squared_error = 0.002 samples = 3 value = 911.783 4004->4006 4007 squared_error = 0.0 samples = 2 value = 911.75 4006->4007 4008 squared_error = 0.0 samples = 1 value = 911.85 4006->4008 4010 squared_error = 0.0 samples = 1 value = 915.95 4009->4010 4011 Volume_lag_1d <= 0.009 squared_error = 0.798 samples = 4 value = 912.662 4009->4011 4012 squared_error = 0.0 samples = 1 value = 913.95 4011->4012 4013 Last <= 0.313 squared_error = 0.327 samples = 3 value = 912.233 4011->4013 4014 Prev Close <= 0.317 squared_error = 0.031 samples = 2 value = 912.625 4013->4014 4017 squared_error = -0.0 samples = 1 value = 911.45 4013->4017 4015 squared_error = 0.0 samples = 1 value = 912.8 4014->4015 4016 squared_error = 0.0 samples = 1 value = 912.45 4014->4016 4019 squared_error = 0.0 samples = 1 value = 918.55 4018->4019 4020 Open <= 0.344 squared_error = 1.372 samples = 3 value = 916.5 4018->4020 4021 VWAP <= 0.319 squared_error = 0.016 samples = 2 value = 915.675 4020->4021 4024 squared_error = -0.0 samples = 1 value = 918.15 4020->4024 4022 squared_error = 0.0 samples = 1 value = 915.55 4021->4022 4023 squared_error = 0.0 samples = 1 value = 915.8 4021->4023 4026 Last <= 0.319 squared_error = 41.293 samples = 44 value = 927.752 4025->4026 4111 Last <= 0.326 squared_error = 32.588 samples = 32 value = 945.333 4025->4111 4027 High <= 0.317 squared_error = 21.914 samples = 26 value = 924.206 4026->4027 4078 VWAP <= 0.33 squared_error = 24.875 samples = 18 value = 932.875 4026->4078 4028 High <= 0.316 squared_error = 9.826 samples = 9 value = 920.228 4027->4028 4045 Prev Close <= 0.35 squared_error = 15.501 samples = 17 value = 926.312 4027->4045 4029 Open <= 0.308 squared_error = 4.593 samples = 5 value = 918.31 4028->4029 4038 Low <= 0.313 squared_error = 6.022 samples = 4 value = 922.625 4028->4038 4030 squared_error = 0.0 samples = 1 value = 914.2 4029->4030 4031 Prev Close <= 0.317 squared_error = 0.463 samples = 4 value = 919.338 4029->4031 4032 Prev Close <= 0.31 squared_error = 0.042 samples = 3 value = 919.717 4031->4032 4037 squared_error = 0.0 samples = 1 value = 918.2 4031->4037 4033 squared_error = 0.0 samples = 1 value = 919.45 4032->4033 4034 Prev Close <= 0.316 squared_error = 0.01 samples = 2 value = 919.85 4032->4034 4035 squared_error = 0.0 samples = 1 value = 919.95 4034->4035 4036 squared_error = -0.0 samples = 1 value = 919.75 4034->4036 4039 Open <= 0.312 squared_error = 0.04 samples = 2 value = 924.85 4038->4039 4042 Low <= 0.315 squared_error = 2.102 samples = 2 value = 920.4 4038->4042 4040 squared_error = 0.0 samples = 1 value = 924.65 4039->4040 4041 squared_error = 0.0 samples = 1 value = 925.05 4039->4041 4043 squared_error = 0.0 samples = 1 value = 918.95 4042->4043 4044 squared_error = -0.0 samples = 1 value = 921.85 4042->4044 4046 Last <= 0.317 squared_error = 9.645 samples = 16 value = 925.678 4045->4046 4077 squared_error = 0.0 samples = 1 value = 936.45 4045->4077 4047 Volume_lag_1d <= 0.006 squared_error = 5.028 samples = 7 value = 923.336 4046->4047 4060 Low <= 0.313 squared_error = 5.648 samples = 9 value = 927.5 4046->4060 4048 squared_error = 0.0 samples = 1 value = 918.4 4047->4048 4049 Volume_lag_1d <= 0.024 squared_error = 1.13 samples = 6 value = 924.158 4047->4049 4050 Prev Close <= 0.314 squared_error = 0.076 samples = 2 value = 925.325 4049->4050 4053 Open <= 0.331 squared_error = 0.636 samples = 4 value = 923.575 4049->4053 4051 squared_error = 0.0 samples = 1 value = 925.05 4050->4051 4052 squared_error = -0.0 samples = 1 value = 925.6 4050->4052 4054 Prev Close <= 0.307 squared_error = 0.181 samples = 3 value = 923.167 4053->4054 4059 squared_error = -0.0 samples = 1 value = 924.8 4053->4059 4055 squared_error = 0.0 samples = 1 value = 923.75 4054->4055 4056 Prev Close <= 0.329 squared_error = 0.016 samples = 2 value = 922.875 4054->4056 4057 squared_error = 0.0 samples = 1 value = 922.75 4056->4057 4058 squared_error = 0.0 samples = 1 value = 923.0 4056->4058 4061 Volume_lag_1d <= 0.018 squared_error = 0.423 samples = 2 value = 931.65 4060->4061 4064 Low <= 0.319 squared_error = 0.815 samples = 7 value = 926.314 4060->4064 4062 squared_error = 0.0 samples = 1 value = 931.0 4061->4062 4063 squared_error = 0.0 samples = 1 value = 932.3 4061->4063 4065 Last <= 0.319 squared_error = 0.094 samples = 3 value = 925.367 4064->4065 4070 High <= 0.32 squared_error = 0.177 samples = 4 value = 927.025 4064->4070 4066 High <= 0.321 squared_error = 0.031 samples = 2 value = 925.175 4065->4066 4069 squared_error = 0.0 samples = 1 value = 925.75 4065->4069 4067 squared_error = 0.0 samples = 1 value = 925.35 4066->4067 4068 squared_error = 0.0 samples = 1 value = 925.0 4066->4068 4071 Prev Close <= 0.319 squared_error = 0.01 samples = 2 value = 926.65 4070->4071 4074 Last <= 0.319 squared_error = 0.062 samples = 2 value = 927.4 4070->4074 4072 squared_error = 0.0 samples = 1 value = 926.75 4071->4072 4073 squared_error = -0.0 samples = 1 value = 926.55 4071->4073 4075 squared_error = 0.0 samples = 1 value = 927.15 4074->4075 4076 squared_error = 0.0 samples = 1 value = 927.65 4074->4076 4079 Last <= 0.32 squared_error = 5.99 samples = 17 value = 931.812 4078->4079 4110 squared_error = -0.0 samples = 1 value = 950.95 4078->4110 4080 Volume_lag_1d <= 0.058 squared_error = 0.527 samples = 4 value = 928.688 4079->4080 4087 Prev Close <= 0.336 squared_error = 3.743 samples = 13 value = 932.773 4079->4087 4081 Low <= 0.309 squared_error = 0.002 samples = 2 value = 928.0 4080->4081 4084 Volume_lag_1d <= 0.137 squared_error = 0.106 samples = 2 value = 929.375 4080->4084 4082 squared_error = 0.0 samples = 1 value = 928.05 4081->4082 4083 squared_error = -0.0 samples = 1 value = 927.95 4081->4083 4085 squared_error = 0.0 samples = 1 value = 929.05 4084->4085 4086 squared_error = 0.0 samples = 1 value = 929.7 4084->4086 4088 High <= 0.318 squared_error = 1.952 samples = 12 value = 932.371 4087->4088 4109 squared_error = -0.0 samples = 1 value = 937.6 4087->4109 4089 Open <= 0.316 squared_error = 0.01 samples = 2 value = 930.0 4088->4089 4092 Last <= 0.321 squared_error = 0.991 samples = 10 value = 932.845 4088->4092 4090 squared_error = 0.0 samples = 1 value = 930.1 4089->4090 4091 squared_error = 0.0 samples = 1 value = 929.9 4089->4091 4093 Volume_lag_1d <= 0.012 squared_error = 0.594 samples = 6 value = 932.2 4092->4093 4102 Low <= 0.32 squared_error = 0.027 samples = 4 value = 933.812 4092->4102 4094 VWAP <= 0.321 squared_error = 0.011 samples = 3 value = 932.967 4093->4094 4099 Volume_lag_1d <= 0.012 squared_error = 0.002 samples = 3 value = 931.433 4093->4099 4095 Last <= 0.32 squared_error = 0.002 samples = 2 value = 932.9 4094->4095 4098 squared_error = 0.0 samples = 1 value = 933.1 4094->4098 4096 squared_error = 0.0 samples = 1 value = 932.95 4095->4096 4097 squared_error = -0.0 samples = 1 value = 932.85 4095->4097 4100 squared_error = 0.0 samples = 1 value = 931.5 4099->4100 4101 squared_error = -0.0 samples = 2 value = 931.4 4099->4101 4103 VWAP <= 0.32 squared_error = 0.01 samples = 2 value = 933.95 4102->4103 4106 Low <= 0.322 squared_error = 0.006 samples = 2 value = 933.675 4102->4106 4104 squared_error = 0.0 samples = 1 value = 934.05 4103->4104 4105 squared_error = -0.0 samples = 1 value = 933.85 4103->4105 4107 squared_error = 0.0 samples = 1 value = 933.6 4106->4107 4108 squared_error = 0.0 samples = 1 value = 933.75 4106->4108 4112 Open <= 0.313 squared_error = 16.074 samples = 14 value = 940.307 4111->4112 4139 VWAP <= 0.327 squared_error = 10.508 samples = 18 value = 949.242 4111->4139 4113 Last <= 0.324 squared_error = 8.703 samples = 2 value = 932.05 4112->4113 4116 High <= 0.322 squared_error = 4.045 samples = 12 value = 941.683 4112->4116 4114 squared_error = 0.0 samples = 1 value = 935.0 4113->4114 4115 squared_error = 0.0 samples = 1 value = 929.1 4113->4115 4117 Prev Close <= 0.319 squared_error = 3.403 samples = 4 value = 939.612 4116->4117 4124 Open <= 0.325 squared_error = 1.15 samples = 8 value = 942.719 4116->4124 4118 High <= 0.322 squared_error = 0.051 samples = 2 value = 937.775 4117->4118 4121 Volume_lag_1d <= 0.014 squared_error = 0.003 samples = 2 value = 941.45 4117->4121 4119 squared_error = 0.0 samples = 1 value = 937.55 4118->4119 4120 squared_error = 0.0 samples = 1 value = 938.0 4118->4120 4122 squared_error = 0.0 samples = 1 value = 941.5 4121->4122 4123 squared_error = -0.0 samples = 1 value = 941.4 4121->4123 4125 VWAP <= 0.325 squared_error = 0.453 samples = 4 value = 943.575 4124->4125 4132 Low <= 0.325 squared_error = 0.38 samples = 4 value = 941.862 4124->4132 4126 Prev Close <= 0.322 squared_error = 0.122 samples = 2 value = 942.95 4125->4126 4129 Open <= 0.323 squared_error = 0.002 samples = 2 value = 944.2 4125->4129 4127 squared_error = 0.0 samples = 1 value = 942.6 4126->4127 4128 squared_error = -0.0 samples = 1 value = 943.3 4126->4128 4130 squared_error = 0.0 samples = 1 value = 944.25 4129->4130 4131 squared_error = -0.0 samples = 1 value = 944.15 4129->4131 4133 Open <= 0.327 squared_error = 0.031 samples = 2 value = 941.275 4132->4133 4136 High <= 0.327 squared_error = 0.04 samples = 2 value = 942.45 4132->4136 4134 squared_error = 0.0 samples = 1 value = 941.45 4133->4134 4135 squared_error = -0.0 samples = 1 value = 941.1 4133->4135 4137 squared_error = 0.0 samples = 1 value = 942.25 4136->4137 4138 squared_error = -0.0 samples = 1 value = 942.65 4136->4138 4140 Volume_lag_1d <= 0.327 squared_error = 4.515 samples = 8 value = 946.738 4139->4140 4155 High <= 0.334 squared_error = 6.273 samples = 10 value = 951.245 4139->4155 4141 Low <= 0.328 squared_error = 1.22 samples = 7 value = 946.036 4140->4141 4154 squared_error = 0.0 samples = 1 value = 951.65 4140->4154 4142 Volume_lag_1d <= 0.014 squared_error = 0.554 samples = 6 value = 945.683 4141->4142 4153 squared_error = 0.0 samples = 1 value = 948.15 4141->4153 4143 squared_error = 0.0 samples = 1 value = 947.0 4142->4143 4144 Open <= 0.315 squared_error = 0.249 samples = 5 value = 945.42 4142->4144 4145 squared_error = 0.0 samples = 1 value = 946.4 4144->4145 4146 Last <= 0.326 squared_error = 0.011 samples = 4 value = 945.175 4144->4146 4147 squared_error = 0.0 samples = 1 value = 945.0 4146->4147 4148 High <= 0.327 squared_error = 0.001 samples = 3 value = 945.233 4146->4148 4149 Prev Close <= 0.314 squared_error = 0.001 samples = 2 value = 945.225 4148->4149 4152 squared_error = 0.0 samples = 1 value = 945.25 4148->4152 4150 squared_error = 0.0 samples = 1 value = 945.25 4149->4150 4151 squared_error = 0.0 samples = 1 value = 945.2 4149->4151 4156 Prev Close <= 0.324 squared_error = 2.895 samples = 9 value = 951.883 4155->4156 4173 squared_error = 0.0 samples = 1 value = 945.5 4155->4173 4157 Prev Close <= 0.319 squared_error = 0.302 samples = 2 value = 954.7 4156->4157 4160 High <= 0.328 squared_error = 0.721 samples = 7 value = 951.079 4156->4160 4158 squared_error = 0.0 samples = 1 value = 955.25 4157->4158 4159 squared_error = -0.0 samples = 1 value = 954.15 4157->4159 4161 VWAP <= 0.327 squared_error = 0.072 samples = 4 value = 951.662 4160->4161 4168 High <= 0.331 squared_error = 0.527 samples = 3 value = 950.3 4160->4168 4162 squared_error = 0.0 samples = 1 value = 952.05 4161->4162 4163 High <= 0.327 squared_error = 0.029 samples = 3 value = 951.533 4161->4163 4164 Low <= 0.33 squared_error = 0.002 samples = 2 value = 951.65 4163->4164 4167 squared_error = 0.0 samples = 1 value = 951.3 4163->4167 4165 squared_error = 0.0 samples = 1 value = 951.7 4164->4165 4166 squared_error = -0.0 samples = 1 value = 951.6 4164->4166 4169 Prev Close <= 0.333 squared_error = 0.04 samples = 2 value = 949.8 4168->4169 4172 squared_error = 0.0 samples = 1 value = 951.3 4168->4172 4170 squared_error = 0.0 samples = 1 value = 950.0 4169->4170 4171 squared_error = 0.0 samples = 1 value = 949.6 4169->4171 4175 Last <= 0.336 squared_error = 128.522 samples = 70 value = 974.203 4174->4175 4314 Last <= 0.353 squared_error = 82.993 samples = 92 value = 1008.619 4174->4314 4176 Last <= 0.334 squared_error = 28.075 samples = 26 value = 962.152 4175->4176 4227 Last <= 0.341 squared_error = 51.353 samples = 44 value = 981.324 4175->4227 4177 Open <= 0.339 squared_error = 18.218 samples = 14 value = 958.925 4176->4177 4204 Volume_lag_1d <= 0.019 squared_error = 13.253 samples = 12 value = 965.917 4176->4204 4178 High <= 0.337 squared_error = 11.277 samples = 12 value = 957.737 4177->4178 4201 Low <= 0.33 squared_error = 0.64 samples = 2 value = 966.05 4177->4201 4179 Last <= 0.331 squared_error = 2.167 samples = 10 value = 959.105 4178->4179 4198 Prev Close <= 0.335 squared_error = 0.723 samples = 2 value = 950.9 4178->4198 4180 Low <= 0.33 squared_error = 0.738 samples = 5 value = 957.81 4179->4180 4189 Prev Close <= 0.332 squared_error = 0.242 samples = 5 value = 960.4 4179->4189 4181 Prev Close <= 0.327 squared_error = 0.123 samples = 2 value = 956.8 4180->4181 4184 High <= 0.335 squared_error = 0.016 samples = 3 value = 958.483 4180->4184 4182 squared_error = 0.0 samples = 1 value = 957.15 4181->4182 4183 squared_error = 0.0 samples = 1 value = 956.45 4181->4183 4185 Last <= 0.331 squared_error = 0.003 samples = 2 value = 958.4 4184->4185 4188 squared_error = 0.0 samples = 1 value = 958.65 4184->4188 4186 squared_error = 0.0 samples = 1 value = 958.35 4185->4186 4187 squared_error = -0.0 samples = 1 value = 958.45 4185->4187 4190 Last <= 0.331 squared_error = 0.152 samples = 3 value = 960.7 4189->4190 4195 Low <= 0.333 squared_error = 0.04 samples = 2 value = 959.95 4189->4195 4191 squared_error = 0.0 samples = 1 value = 960.15 4190->4191 4192 Volume_lag_1d <= 0.013 squared_error = 0.001 samples = 2 value = 960.975 4190->4192 4193 squared_error = 0.0 samples = 1 value = 960.95 4192->4193 4194 squared_error = 0.0 samples = 1 value = 961.0 4192->4194 4196 squared_error = 0.0 samples = 1 value = 960.15 4195->4196 4197 squared_error = -0.0 samples = 1 value = 959.75 4195->4197 4199 squared_error = 0.0 samples = 1 value = 951.75 4198->4199 4200 squared_error = 0.0 samples = 1 value = 950.05 4198->4200 4202 squared_error = 0.0 samples = 1 value = 966.85 4201->4202 4203 squared_error = 0.0 samples = 1 value = 965.25 4201->4203 4205 Low <= 0.324 squared_error = 7.832 samples = 9 value = 964.489 4204->4205 4222 High <= 0.334 squared_error = 5.055 samples = 3 value = 970.2 4204->4222 4206 squared_error = 0.0 samples = 1 value = 958.2 4205->4206 4207 Volume_lag_1d <= 0.001 squared_error = 3.249 samples = 8 value = 965.275 4205->4207 4208 squared_error = 0.0 samples = 1 value = 969.5 4207->4208 4209 Volume_lag_1d <= 0.011 squared_error = 0.798 samples = 7 value = 964.671 4207->4209 4210 Low <= 0.331 squared_error = 0.051 samples = 3 value = 965.583 4209->4210 4215 Last <= 0.334 squared_error = 0.268 samples = 4 value = 963.988 4209->4215 4211 Open <= 0.328 squared_error = 0.016 samples = 2 value = 965.725 4210->4211 4214 squared_error = -0.0 samples = 1 value = 965.3 4210->4214 4212 squared_error = 0.0 samples = 1 value = 965.85 4211->4212 4213 squared_error = 0.0 samples = 1 value = 965.6 4211->4213 4216 squared_error = 0.0 samples = 1 value = 964.85 4215->4216 4217 Volume_lag_1d <= 0.014 squared_error = 0.027 samples = 3 value = 963.7 4215->4217 4218 squared_error = 0.0 samples = 1 value = 963.5 4217->4218 4219 Open <= 0.331 squared_error = 0.01 samples = 2 value = 963.8 4217->4219 4220 squared_error = 0.0 samples = 1 value = 963.7 4219->4220 4221 squared_error = 0.0 samples = 1 value = 963.9 4219->4221 4223 squared_error = 0.0 samples = 1 value = 967.05 4222->4223 4224 Low <= 0.331 squared_error = 0.141 samples = 2 value = 971.775 4222->4224 4225 squared_error = 0.0 samples = 1 value = 972.15 4224->4225 4226 squared_error = 0.0 samples = 1 value = 971.4 4224->4226 4228 Low <= 0.341 squared_error = 25.521 samples = 26 value = 976.806 4227->4228 4279 Open <= 0.336 squared_error = 16.591 samples = 18 value = 987.85 4227->4279 4229 Last <= 0.338 squared_error = 15.118 samples = 24 value = 975.987 4228->4229 4276 VWAP <= 0.342 squared_error = 45.901 samples = 2 value = 986.625 4228->4276 4230 High <= 0.341 squared_error = 5.341 samples = 11 value = 973.655 4229->4230 4251 Last <= 0.34 squared_error = 14.889 samples = 13 value = 977.962 4229->4251 4231 Volume_lag_1d <= 0.02 squared_error = 2.94 samples = 7 value = 972.529 4230->4231 4244 Last <= 0.338 squared_error = 3.441 samples = 4 value = 975.625 4230->4244 4232 Last <= 0.337 squared_error = 0.575 samples = 4 value = 971.25 4231->4232 4239 High <= 0.337 squared_error = 1.007 samples = 3 value = 974.233 4231->4239 4233 squared_error = 0.0 samples = 1 value = 970.05 4232->4233 4234 High <= 0.336 squared_error = 0.127 samples = 3 value = 971.65 4232->4234 4235 squared_error = 0.0 samples = 1 value = 971.15 4234->4235 4236 Volume_lag_1d <= 0.016 squared_error = 0.002 samples = 2 value = 971.9 4234->4236 4237 squared_error = 0.0 samples = 1 value = 971.85 4236->4237 4238 squared_error = -0.0 samples = 1 value = 971.95 4236->4238 4240 squared_error = 0.0 samples = 1 value = 975.65 4239->4240 4241 Volume_lag_1d <= 0.029 squared_error = 0.006 samples = 2 value = 973.525 4239->4241 4242 squared_error = 0.0 samples = 1 value = 973.45 4241->4242 4243 squared_error = -0.0 samples = 1 value = 973.6 4241->4243 4245 Volume_lag_1d <= 0.079 squared_error = 0.051 samples = 2 value = 977.325 4244->4245 4248 High <= 0.355 squared_error = 1.051 samples = 2 value = 973.925 4244->4248 4246 squared_error = 0.0 samples = 1 value = 977.55 4245->4246 4247 squared_error = -0.0 samples = 1 value = 977.1 4245->4247 4249 squared_error = 0.0 samples = 1 value = 974.95 4248->4249 4250 squared_error = 0.0 samples = 1 value = 972.9 4248->4250 4252 Low <= 0.331 squared_error = 9.749 samples = 8 value = 979.75 4251->4252 4267 Volume_lag_1d <= 0.005 squared_error = 9.808 samples = 5 value = 975.1 4251->4267 4253 Volume_lag_1d <= 0.081 squared_error = 0.723 samples = 2 value = 983.6 4252->4253 4256 Last <= 0.34 squared_error = 6.17 samples = 6 value = 978.467 4252->4256 4254 squared_error = 0.0 samples = 1 value = 984.45 4253->4254 4255 squared_error = 0.0 samples = 1 value = 982.75 4253->4255 4257 Last <= 0.339 squared_error = 3.834 samples = 3 value = 976.583 4256->4257 4262 VWAP <= 0.339 squared_error = 1.412 samples = 3 value = 980.35 4256->4262 4258 squared_error = 0.0 samples = 1 value = 979.35 4257->4258 4259 Last <= 0.339 squared_error = 0.01 samples = 2 value = 975.2 4257->4259 4260 squared_error = 0.0 samples = 1 value = 975.1 4259->4260 4261 squared_error = 0.0 samples = 1 value = 975.3 4259->4261 4263 squared_error = 0.0 samples = 1 value = 982.0 4262->4263 4264 Open <= 0.349 squared_error = 0.076 samples = 2 value = 979.525 4262->4264 4265 squared_error = 0.0 samples = 1 value = 979.25 4264->4265 4266 squared_error = 0.0 samples = 1 value = 979.8 4264->4266 4268 squared_error = 0.0 samples = 1 value = 981.2 4267->4268 4269 Last <= 0.34 squared_error = 0.632 samples = 4 value = 973.575 4267->4269 4270 squared_error = 0.0 samples = 1 value = 974.9 4269->4270 4271 VWAP <= 0.342 squared_error = 0.062 samples = 3 value = 973.133 4269->4271 4272 Prev Close <= 0.339 squared_error = 0.01 samples = 2 value = 973.3 4271->4272 4275 squared_error = 0.0 samples = 1 value = 972.8 4271->4275 4273 squared_error = 0.0 samples = 1 value = 973.4 4272->4273 4274 squared_error = 0.0 samples = 1 value = 973.2 4272->4274 4277 squared_error = 0.0 samples = 1 value = 979.85 4276->4277 4278 squared_error = 0.0 samples = 1 value = 993.4 4276->4278 4280 Prev Close <= 0.327 squared_error = 17.223 samples = 2 value = 978.3 4279->4280 4283 Last <= 0.343 squared_error = 3.687 samples = 16 value = 989.044 4279->4283 4281 squared_error = 0.0 samples = 1 value = 974.15 4280->4281 4282 squared_error = 0.0 samples = 1 value = 982.45 4280->4282 4284 VWAP <= 0.345 squared_error = 2.086 samples = 5 value = 987.06 4283->4284 4293 Low <= 0.341 squared_error = 1.812 samples = 11 value = 989.945 4283->4293 4285 Volume_lag_1d <= 0.006 squared_error = 0.479 samples = 4 value = 987.712 4284->4285 4292 squared_error = 0.0 samples = 1 value = 984.45 4284->4292 4286 squared_error = 0.0 samples = 1 value = 986.8 4285->4286 4287 Volume_lag_1d <= 0.008 squared_error = 0.269 samples = 3 value = 988.017 4285->4287 4288 squared_error = 0.0 samples = 1 value = 987.65 4287->4288 4289 Volume_lag_1d <= 0.136 squared_error = 0.302 samples = 2 value = 988.2 4287->4289 4290 squared_error = 0.0 samples = 1 value = 988.75 4289->4290 4291 squared_error = -0.0 samples = 1 value = 987.65 4289->4291 4294 Last <= 0.344 squared_error = 1.421 samples = 6 value = 990.742 4293->4294 4305 Open <= 0.341 squared_error = 0.607 samples = 5 value = 988.99 4293->4305 4295 squared_error = 0.0 samples = 1 value = 993.15 4294->4295 4296 Volume_lag_1d <= 0.018 squared_error = 0.313 samples = 5 value = 990.26 4294->4296 4297 squared_error = 0.0 samples = 1 value = 989.3 4296->4297 4298 Last <= 0.345 squared_error = 0.104 samples = 4 value = 990.5 4296->4298 4299 Volume_lag_1d <= 0.094 squared_error = 0.004 samples = 3 value = 990.317 4298->4299 4304 squared_error = -0.0 samples = 1 value = 991.05 4298->4304 4300 Prev Close <= 0.339 squared_error = 0.001 samples = 2 value = 990.275 4299->4300 4303 squared_error = 0.0 samples = 1 value = 990.4 4299->4303 4301 squared_error = 0.0 samples = 1 value = 990.25 4300->4301 4302 squared_error = -0.0 samples = 1 value = 990.3 4300->4302 4306 squared_error = 0.0 samples = 1 value = 987.75 4305->4306 4307 Prev Close <= 0.345 squared_error = 0.279 samples = 4 value = 989.3 4305->4307 4308 Low <= 0.344 squared_error = 0.106 samples = 2 value = 989.775 4307->4308 4311 Prev Close <= 0.348 squared_error = 0.001 samples = 2 value = 988.825 4307->4311 4309 squared_error = 0.0 samples = 1 value = 989.45 4308->4309 4310 squared_error = -0.0 samples = 1 value = 990.1 4308->4310 4312 squared_error = 0.0 samples = 1 value = 988.8 4311->4312 4313 squared_error = -0.0 samples = 1 value = 988.85 4311->4313 4315 Last <= 0.349 squared_error = 24.135 samples = 46 value = 1001.086 4314->4315 4406 Last <= 0.355 squared_error = 28.354 samples = 46 value = 1016.152 4314->4406 4316 VWAP <= 0.335 squared_error = 15.174 samples = 20 value = 997.035 4315->4316 4355 Last <= 0.351 squared_error = 8.696 samples = 26 value = 1004.202 4315->4355 4317 squared_error = 0.0 samples = 1 value = 984.95 4316->4317 4318 Last <= 0.346 squared_error = 7.882 samples = 19 value = 997.671 4316->4318 4319 High <= 0.348 squared_error = 0.502 samples = 3 value = 994.15 4318->4319 4324 Volume_lag_1d <= 0.008 squared_error = 6.505 samples = 16 value = 998.331 4318->4324 4320 High <= 0.346 squared_error = 0.003 samples = 2 value = 994.65 4319->4320 4323 squared_error = 0.0 samples = 1 value = 993.15 4319->4323 4321 squared_error = 0.0 samples = 1 value = 994.7 4320->4321 4322 squared_error = -0.0 samples = 1 value = 994.6 4320->4322 4325 Low <= 0.336 squared_error = 6.514 samples = 6 value = 996.783 4324->4325 4336 VWAP <= 0.346 squared_error = 4.199 samples = 10 value = 999.26 4324->4336 4326 squared_error = 0.0 samples = 1 value = 992.6 4325->4326 4327 Last <= 0.347 squared_error = 3.617 samples = 5 value = 997.62 4325->4327 4328 Low <= 0.348 squared_error = 0.276 samples = 2 value = 995.375 4327->4328 4331 Open <= 0.343 squared_error = 0.244 samples = 3 value = 999.117 4327->4331 4329 squared_error = 0.0 samples = 1 value = 995.9 4328->4329 4330 squared_error = 0.0 samples = 1 value = 994.85 4328->4330 4332 squared_error = 0.0 samples = 1 value = 999.8 4331->4332 4333 Last <= 0.348 squared_error = 0.016 samples = 2 value = 998.775 4331->4333 4334 squared_error = 0.0 samples = 1 value = 998.65 4333->4334 4335 squared_error = 0.0 samples = 1 value = 998.9 4333->4335 4337 Last <= 0.349 squared_error = 4.437 samples = 3 value = 997.067 4336->4337 4342 Volume_lag_1d <= 0.021 squared_error = 1.152 samples = 7 value = 1000.2 4336->4342 4338 High <= 0.349 squared_error = 0.203 samples = 2 value = 995.6 4337->4338 4341 squared_error = 0.0 samples = 1 value = 1000.0 4337->4341 4339 squared_error = 0.0 samples = 1 value = 996.05 4338->4339 4340 squared_error = 0.0 samples = 1 value = 995.15 4338->4340 4343 VWAP <= 0.352 squared_error = 0.548 samples = 5 value = 999.65 4342->4343 4352 VWAP <= 0.351 squared_error = 0.016 samples = 2 value = 1001.575 4342->4352 4344 Volume_lag_1d <= 0.014 squared_error = 0.157 samples = 4 value = 999.975 4343->4344 4351 squared_error = 0.0 samples = 1 value = 998.35 4343->4351 4345 VWAP <= 0.349 squared_error = 0.16 samples = 2 value = 999.7 4344->4345 4348 Prev Close <= 0.348 squared_error = 0.002 samples = 2 value = 1000.25 4344->4348 4346 squared_error = 0.0 samples = 1 value = 999.3 4345->4346 4347 squared_error = -0.0 samples = 1 value = 1000.1 4345->4347 4349 squared_error = 0.0 samples = 1 value = 1000.3 4348->4349 4350 squared_error = 0.0 samples = 1 value = 1000.2 4348->4350 4353 squared_error = 0.0 samples = 1 value = 1001.45 4352->4353 4354 squared_error = 0.0 samples = 1 value = 1001.7 4352->4354 4356 Volume_lag_1d <= 0.025 squared_error = 4.284 samples = 17 value = 1002.932 4355->4356 4389 Prev Close <= 0.35 squared_error = 8.234 samples = 9 value = 1006.6 4355->4389 4357 Volume_lag_1d <= 0.005 squared_error = 3.442 samples = 13 value = 1003.619 4356->4357 4382 High <= 0.355 squared_error = 0.504 samples = 4 value = 1000.7 4356->4382 4358 High <= 0.351 squared_error = 0.562 samples = 2 value = 1000.8 4357->4358 4361 VWAP <= 0.349 squared_error = 2.257 samples = 11 value = 1004.132 4357->4361 4359 squared_error = 0.0 samples = 1 value = 1001.55 4358->4359 4360 squared_error = 0.0 samples = 1 value = 1000.05 4358->4360 4362 Last <= 0.35 squared_error = 0.749 samples = 5 value = 1003.05 4361->4362 4371 Low <= 0.35 squared_error = 1.726 samples = 6 value = 1005.033 4361->4371 4363 VWAP <= 0.349 squared_error = 0.472 samples = 3 value = 1002.5 4362->4363 4368 High <= 0.351 squared_error = 0.031 samples = 2 value = 1003.875 4362->4368 4364 Volume_lag_1d <= 0.014 squared_error = 0.031 samples = 2 value = 1002.025 4363->4364 4367 squared_error = -0.0 samples = 1 value = 1003.45 4363->4367 4365 squared_error = 0.0 samples = 1 value = 1001.85 4364->4365 4366 squared_error = -0.0 samples = 1 value = 1002.2 4364->4366 4369 squared_error = 0.0 samples = 1 value = 1004.05 4368->4369 4370 squared_error = -0.0 samples = 1 value = 1003.7 4368->4370 4372 squared_error = 0.0 samples = 1 value = 1007.4 4371->4372 4373 Low <= 0.35 squared_error = 0.727 samples = 5 value = 1004.56 4371->4373 4374 squared_error = 0.0 samples = 1 value = 1003.0 4373->4374 4375 VWAP <= 0.351 squared_error = 0.149 samples = 4 value = 1004.95 4373->4375 4376 Prev Close <= 0.351 squared_error = 0.016 samples = 2 value = 1005.325 4375->4376 4379 Prev Close <= 0.354 squared_error = 0.001 samples = 2 value = 1004.575 4375->4379 4377 squared_error = 0.0 samples = 1 value = 1005.45 4376->4377 4378 squared_error = 0.0 samples = 1 value = 1005.2 4376->4378 4380 squared_error = 0.0 samples = 1 value = 1004.55 4379->4380 4381 squared_error = -0.0 samples = 1 value = 1004.6 4379->4381 4383 Last <= 0.349 squared_error = 0.032 samples = 3 value = 1001.1 4382->4383 4388 squared_error = 0.0 samples = 1 value = 999.5 4382->4388 4384 squared_error = 0.0 samples = 1 value = 1001.35 4383->4384 4385 Prev Close <= 0.343 squared_error = 0.001 samples = 2 value = 1000.975 4383->4385 4386 squared_error = 0.0 samples = 1 value = 1001.0 4385->4386 4387 squared_error = 0.0 samples = 1 value = 1000.95 4385->4387 4390 Prev Close <= 0.349 squared_error = 0.622 samples = 4 value = 1008.788 4389->4390 4397 Low <= 0.35 squared_error = 7.433 samples = 5 value = 1004.85 4389->4397 4391 Prev Close <= 0.346 squared_error = 0.123 samples = 2 value = 1009.5 4390->4391 4394 Last <= 0.352 squared_error = 0.106 samples = 2 value = 1008.075 4390->4394 4392 squared_error = 0.0 samples = 1 value = 1009.85 4391->4392 4393 squared_error = 0.0 samples = 1 value = 1009.15 4391->4393 4395 squared_error = 0.0 samples = 1 value = 1007.75 4394->4395 4396 squared_error = -0.0 samples = 1 value = 1008.4 4394->4396 4398 High <= 0.356 squared_error = 0.016 samples = 2 value = 1001.875 4397->4398 4401 VWAP <= 0.355 squared_error = 2.544 samples = 3 value = 1006.833 4397->4401 4399 squared_error = 0.0 samples = 1 value = 1002.0 4398->4399 4400 squared_error = 0.0 samples = 1 value = 1001.75 4398->4400 4402 Prev Close <= 0.355 squared_error = 0.456 samples = 2 value = 1005.775 4401->4402 4405 squared_error = -0.0 samples = 1 value = 1008.95 4401->4405 4403 squared_error = 0.0 samples = 1 value = 1006.45 4402->4403 4404 squared_error = -0.0 samples = 1 value = 1005.1 4402->4404 4407 VWAP <= 0.37 squared_error = 18.451 samples = 23 value = 1012.652 4406->4407 4452 VWAP <= 0.353 squared_error = 13.757 samples = 23 value = 1019.652 4406->4452 4408 Volume_lag_1d <= 0.012 squared_error = 10.374 samples = 22 value = 1012.03 4407->4408 4451 squared_error = 0.0 samples = 1 value = 1026.35 4407->4451 4409 Volume_lag_1d <= 0.009 squared_error = 9.156 samples = 11 value = 1010.195 4408->4409 4430 VWAP <= 0.353 squared_error = 4.864 samples = 11 value = 1013.864 4408->4430 4410 Low <= 0.353 squared_error = 3.73 samples = 6 value = 1012.408 4409->4410 4421 Low <= 0.353 squared_error = 2.739 samples = 5 value = 1007.54 4409->4421 4411 Prev Close <= 0.346 squared_error = 0.198 samples = 4 value = 1011.137 4410->4411 4418 VWAP <= 0.356 squared_error = 1.103 samples = 2 value = 1014.95 4410->4418 4412 squared_error = 0.0 samples = 1 value = 1011.8 4411->4412 4413 Open <= 0.347 squared_error = 0.069 samples = 3 value = 1010.917 4411->4413 4414 squared_error = 0.0 samples = 1 value = 1010.55 4413->4414 4415 Low <= 0.35 squared_error = 0.003 samples = 2 value = 1011.1 4413->4415 4416 squared_error = 0.0 samples = 1 value = 1011.05 4415->4416 4417 squared_error = 0.0 samples = 1 value = 1011.15 4415->4417 4419 squared_error = 0.0 samples = 1 value = 1013.9 4418->4419 4420 squared_error = -0.0 samples = 1 value = 1016.0 4418->4420 4422 Low <= 0.35 squared_error = 0.686 samples = 4 value = 1006.8 4421->4422 4429 squared_error = -0.0 samples = 1 value = 1010.5 4421->4429 4423 High <= 0.37 squared_error = 0.221 samples = 3 value = 1007.217 4422->4423 4428 squared_error = 0.0 samples = 1 value = 1005.55 4422->4428 4424 Low <= 0.349 squared_error = 0.076 samples = 2 value = 1006.925 4423->4424 4427 squared_error = 0.0 samples = 1 value = 1007.8 4423->4427 4425 squared_error = 0.0 samples = 1 value = 1006.65 4424->4425 4426 squared_error = 0.0 samples = 1 value = 1007.2 4424->4426 4431 Volume_lag_1d <= 0.015 squared_error = 0.351 samples = 3 value = 1011.017 4430->4431 4436 Prev Close <= 0.353 squared_error = 2.377 samples = 8 value = 1014.931 4430->4436 4432 squared_error = 0.0 samples = 1 value = 1011.75 4431->4432 4433 Low <= 0.351 squared_error = 0.122 samples = 2 value = 1010.65 4431->4433 4434 squared_error = 0.0 samples = 1 value = 1011.0 4433->4434 4435 squared_error = 0.0 samples = 1 value = 1010.3 4433->4435 4437 VWAP <= 0.356 squared_error = 0.533 samples = 4 value = 1016.312 4436->4437 4444 Low <= 0.35 squared_error = 0.406 samples = 4 value = 1013.55 4436->4444 4438 Volume_lag_1d <= 0.017 squared_error = 0.084 samples = 3 value = 1015.917 4437->4438 4443 squared_error = 0.0 samples = 1 value = 1017.5 4437->4443 4439 Volume_lag_1d <= 0.015 squared_error = 0.016 samples = 2 value = 1015.725 4438->4439 4442 squared_error = 0.0 samples = 1 value = 1016.3 4438->4442 4440 squared_error = 0.0 samples = 1 value = 1015.6 4439->4440 4441 squared_error = -0.0 samples = 1 value = 1015.85 4439->4441 4445 squared_error = 0.0 samples = 1 value = 1014.6 4444->4445 4446 Low <= 0.355 squared_error = 0.052 samples = 3 value = 1013.2 4444->4446 4447 squared_error = 0.0 samples = 1 value = 1013.5 4446->4447 4448 Last <= 0.354 squared_error = 0.01 samples = 2 value = 1013.05 4446->4448 4449 squared_error = 0.0 samples = 1 value = 1013.15 4448->4449 4450 squared_error = 0.0 samples = 1 value = 1012.95 4448->4450 4453 Low <= 0.351 squared_error = 28.667 samples = 3 value = 1013.95 4452->4453 4458 Last <= 0.357 squared_error = 5.912 samples = 20 value = 1020.507 4452->4458 4454 Low <= 0.345 squared_error = 6.25 samples = 2 value = 1017.45 4453->4454 4457 squared_error = -0.0 samples = 1 value = 1006.95 4453->4457 4455 squared_error = 0.0 samples = 1 value = 1019.95 4454->4455 4456 squared_error = 0.0 samples = 1 value = 1014.95 4454->4456 4459 Open <= 0.378 squared_error = 3.775 samples = 12 value = 1019.129 4458->4459 4482 Volume_lag_1d <= 0.013 squared_error = 1.993 samples = 8 value = 1022.575 4458->4482 4460 Low <= 0.354 squared_error = 2.352 samples = 11 value = 1018.745 4459->4460 4481 squared_error = 0.0 samples = 1 value = 1023.35 4459->4481 4461 Open <= 0.352 squared_error = 1.04 samples = 4 value = 1020.312 4460->4461 4468 Open <= 0.368 squared_error = 0.896 samples = 7 value = 1017.85 4460->4468 4462 VWAP <= 0.355 squared_error = 0.122 samples = 2 value = 1019.35 4461->4462 4465 Volume_lag_1d <= 0.012 squared_error = 0.106 samples = 2 value = 1021.275 4461->4465 4463 squared_error = 0.0 samples = 1 value = 1019.7 4462->4463 4464 squared_error = 0.0 samples = 1 value = 1019.0 4462->4464 4466 squared_error = 0.0 samples = 1 value = 1020.95 4465->4466 4467 squared_error = -0.0 samples = 1 value = 1021.6 4465->4467 4469 Prev Close <= 0.368 squared_error = 0.161 samples = 5 value = 1018.36 4468->4469 4478 Low <= 0.354 squared_error = 0.456 samples = 2 value = 1016.575 4468->4478 4470 Last <= 0.357 squared_error = 0.053 samples = 4 value = 1018.188 4469->4470 4477 squared_error = -0.0 samples = 1 value = 1019.05 4469->4477 4471 Volume_lag_1d <= 0.013 squared_error = 0.004 samples = 3 value = 1018.317 4470->4471 4476 squared_error = 0.0 samples = 1 value = 1017.8 4470->4476 4472 squared_error = 0.0 samples = 1 value = 1018.4 4471->4472 4473 Prev Close <= 0.362 squared_error = 0.001 samples = 2 value = 1018.275 4471->4473 4474 squared_error = 0.0 samples = 1 value = 1018.25 4473->4474 4475 squared_error = 0.0 samples = 1 value = 1018.3 4473->4475 4479 squared_error = 0.0 samples = 1 value = 1017.25 4478->4479 4480 squared_error = -0.0 samples = 1 value = 1015.9 4478->4480 4483 Volume_lag_1d <= 0.007 squared_error = 0.076 samples = 2 value = 1024.425 4482->4483 4486 High <= 0.358 squared_error = 1.111 samples = 6 value = 1021.958 4482->4486 4484 squared_error = 0.0 samples = 1 value = 1024.15 4483->4484 4485 squared_error = -0.0 samples = 1 value = 1024.7 4483->4485 4487 Volume_lag_1d <= 0.019 squared_error = 0.422 samples = 2 value = 1020.6 4486->4487 4490 VWAP <= 0.36 squared_error = 0.072 samples = 4 value = 1022.637 4486->4490 4488 squared_error = 0.0 samples = 1 value = 1021.25 4487->4488 4489 squared_error = -0.0 samples = 1 value = 1019.95 4487->4489 4491 High <= 0.36 squared_error = 0.029 samples = 3 value = 1022.767 4490->4491 4496 squared_error = 0.0 samples = 1 value = 1022.25 4490->4496 4492 squared_error = 0.0 samples = 1 value = 1023.0 4491->4492 4493 Low <= 0.348 squared_error = 0.002 samples = 2 value = 1022.65 4491->4493 4494 squared_error = 0.0 samples = 1 value = 1022.6 4493->4494 4495 squared_error = -0.0 samples = 1 value = 1022.7 4493->4495 4498 Last <= 0.375 squared_error = 478.964 samples = 303 value = 1064.318 4497->4498 5083 Last <= 0.407 squared_error = 688.52 samples = 149 value = 1140.147 4497->5083 4499 Last <= 0.367 squared_error = 150.0 samples = 146 value = 1045.274 4498->4499 4776 Last <= 0.381 squared_error = 133.98 samples = 157 value = 1082.028 4498->4776 4500 VWAP <= 0.364 squared_error = 25.768 samples = 59 value = 1031.993 4499->4500 4615 Last <= 0.372 squared_error = 33.52 samples = 87 value = 1054.28 4499->4615 4501 Last <= 0.362 squared_error = 13.539 samples = 44 value = 1029.972 4500->4501 4586 Last <= 0.364 squared_error = 14.485 samples = 15 value = 1037.923 4500->4586 4502 Last <= 0.36 squared_error = 10.055 samples = 26 value = 1028.104 4501->4502 4553 Low <= 0.355 squared_error = 6.254 samples = 18 value = 1032.669 4501->4553 4503 VWAP <= 0.359 squared_error = 4.487 samples = 8 value = 1025.587 4502->4503 4518 Prev Close <= 0.39 squared_error = 8.465 samples = 18 value = 1029.222 4502->4518 4504 Prev Close <= 0.354 squared_error = 1.217 samples = 3 value = 1023.483 4503->4504 4509 Low <= 0.358 squared_error = 2.199 samples = 5 value = 1026.85 4503->4509 4505 squared_error = 0.0 samples = 1 value = 1022.1 4504->4505 4506 High <= 0.357 squared_error = 0.391 samples = 2 value = 1024.175 4504->4506 4507 squared_error = 0.0 samples = 1 value = 1024.8 4506->4507 4508 squared_error = -0.0 samples = 1 value = 1023.55 4506->4508 4510 Low <= 0.356 squared_error = 0.856 samples = 2 value = 1028.375 4509->4510 4513 High <= 0.364 squared_error = 0.511 samples = 3 value = 1025.833 4509->4513 4511 squared_error = 0.0 samples = 1 value = 1029.3 4510->4511 4512 squared_error = 0.0 samples = 1 value = 1027.45 4510->4512 4514 VWAP <= 0.36 squared_error = 0.181 samples = 2 value = 1026.275 4513->4514 4517 squared_error = 0.0 samples = 1 value = 1024.95 4513->4517 4515 squared_error = 0.0 samples = 1 value = 1026.7 4514->4515 4516 squared_error = -0.0 samples = 1 value = 1025.85 4514->4516 4519 Open <= 0.362 squared_error = 5.053 samples = 17 value = 1029.688 4518->4519 4552 squared_error = -0.0 samples = 1 value = 1021.3 4518->4552 4520 Volume_lag_1d <= 0.015 squared_error = 2.458 samples = 8 value = 1028.281 4519->4520 4535 Low <= 0.36 squared_error = 4.037 samples = 9 value = 1030.939 4519->4535 4521 Volume_lag_1d <= 0.007 squared_error = 0.662 samples = 5 value = 1027.37 4520->4521 4530 High <= 0.362 squared_error = 1.762 samples = 3 value = 1029.8 4520->4530 4522 squared_error = 0.0 samples = 1 value = 1025.9 4521->4522 4523 Volume_lag_1d <= 0.012 squared_error = 0.152 samples = 4 value = 1027.738 4521->4523 4524 Last <= 0.361 squared_error = 0.007 samples = 3 value = 1027.517 4523->4524 4529 squared_error = -0.0 samples = 1 value = 1028.4 4523->4529 4525 squared_error = 0.0 samples = 1 value = 1027.4 4524->4525 4526 Prev Close <= 0.347 squared_error = 0.001 samples = 2 value = 1027.575 4524->4526 4527 squared_error = 0.0 samples = 1 value = 1027.6 4526->4527 4528 squared_error = 0.0 samples = 1 value = 1027.55 4526->4528 4531 VWAP <= 0.359 squared_error = 0.076 samples = 2 value = 1030.725 4530->4531 4534 squared_error = -0.0 samples = 1 value = 1027.95 4530->4534 4532 squared_error = 0.0 samples = 1 value = 1030.45 4531->4532 4533 squared_error = 0.0 samples = 1 value = 1031.0 4531->4533 4536 Prev Close <= 0.362 squared_error = 1.182 samples = 4 value = 1032.688 4535->4536 4543 Low <= 0.362 squared_error = 1.917 samples = 5 value = 1029.54 4535->4543 4537 squared_error = 0.0 samples = 1 value = 1034.45 4536->4537 4538 Last <= 0.361 squared_error = 0.195 samples = 3 value = 1032.1 4536->4538 4539 squared_error = 0.0 samples = 1 value = 1032.7 4538->4539 4540 Volume_lag_1d <= 0.01 squared_error = 0.022 samples = 2 value = 1031.8 4538->4540 4541 squared_error = 0.0 samples = 1 value = 1031.95 4540->4541 4542 squared_error = -0.0 samples = 1 value = 1031.65 4540->4542 4544 Prev Close <= 0.365 squared_error = 0.587 samples = 3 value = 1028.567 4543->4544 4549 Volume_lag_1d <= 0.043 squared_error = 0.36 samples = 2 value = 1031.0 4543->4549 4545 High <= 0.363 squared_error = 0.106 samples = 2 value = 1029.075 4544->4545 4548 squared_error = -0.0 samples = 1 value = 1027.55 4544->4548 4546 squared_error = 0.0 samples = 1 value = 1029.4 4545->4546 4547 squared_error = 0.0 samples = 1 value = 1028.75 4545->4547 4550 squared_error = 0.0 samples = 1 value = 1031.6 4549->4550 4551 squared_error = -0.0 samples = 1 value = 1030.4 4549->4551 4554 Open <= 0.356 squared_error = 5.586 samples = 6 value = 1030.825 4553->4554 4565 Last <= 0.364 squared_error = 4.036 samples = 12 value = 1033.592 4553->4565 4555 High <= 0.361 squared_error = 4.104 samples = 4 value = 1032.012 4554->4555 4562 Low <= 0.353 squared_error = 0.09 samples = 2 value = 1028.45 4554->4562 4556 High <= 0.359 squared_error = 0.562 samples = 2 value = 1030.1 4555->4556 4559 VWAP <= 0.358 squared_error = 0.331 samples = 2 value = 1033.925 4555->4559 4557 squared_error = 0.0 samples = 1 value = 1030.85 4556->4557 4558 squared_error = -0.0 samples = 1 value = 1029.35 4556->4558 4560 squared_error = 0.0 samples = 1 value = 1033.35 4559->4560 4561 squared_error = 0.0 samples = 1 value = 1034.5 4559->4561 4563 squared_error = 0.0 samples = 1 value = 1028.15 4562->4563 4564 squared_error = 0.0 samples = 1 value = 1028.75 4562->4564 4566 Prev Close <= 0.355 squared_error = 2.508 samples = 9 value = 1032.761 4565->4566 4581 Last <= 0.365 squared_error = 0.344 samples = 3 value = 1036.083 4565->4581 4567 squared_error = 0.0 samples = 1 value = 1035.45 4566->4567 4568 Open <= 0.359 squared_error = 1.804 samples = 8 value = 1032.425 4566->4568 4569 Open <= 0.357 squared_error = 1.941 samples = 3 value = 1031.383 4568->4569 4574 VWAP <= 0.363 squared_error = 0.681 samples = 5 value = 1033.05 4568->4574 4570 squared_error = 0.0 samples = 1 value = 1033.35 4569->4570 4571 Volume_lag_1d <= 0.018 squared_error = 0.01 samples = 2 value = 1030.4 4569->4571 4572 squared_error = 0.0 samples = 1 value = 1030.3 4571->4572 4573 squared_error = -0.0 samples = 1 value = 1030.5 4571->4573 4575 Low <= 0.364 squared_error = 0.401 samples = 4 value = 1032.75 4574->4575 4580 squared_error = 0.0 samples = 1 value = 1034.25 4574->4580 4576 High <= 0.367 squared_error = 0.045 samples = 3 value = 1033.1 4575->4576 4579 squared_error = 0.0 samples = 1 value = 1031.7 4575->4579 4577 squared_error = 0.0 samples = 2 value = 1033.25 4576->4577 4578 squared_error = -0.0 samples = 1 value = 1032.8 4576->4578 4582 Open <= 0.363 squared_error = 0.016 samples = 2 value = 1035.675 4581->4582 4585 squared_error = 0.0 samples = 1 value = 1036.9 4581->4585 4583 squared_error = 0.0 samples = 1 value = 1035.8 4582->4583 4584 squared_error = 0.0 samples = 1 value = 1035.55 4582->4584 4587 Low <= 0.364 squared_error = 4.063 samples = 6 value = 1034.217 4586->4587 4598 Last <= 0.365 squared_error = 6.167 samples = 9 value = 1040.394 4586->4598 4588 Last <= 0.363 squared_error = 2.407 samples = 3 value = 1032.533 4587->4588 4593 Volume_lag_1d <= 0.016 squared_error = 0.052 samples = 3 value = 1035.9 4587->4593 4589 Prev Close <= 0.368 squared_error = 0.856 samples = 2 value = 1031.575 4588->4589 4592 squared_error = -0.0 samples = 1 value = 1034.45 4588->4592 4590 squared_error = 0.0 samples = 1 value = 1032.5 4589->4590 4591 squared_error = 0.0 samples = 1 value = 1030.65 4589->4591 4594 squared_error = 0.0 samples = 1 value = 1036.2 4593->4594 4595 Prev Close <= 0.368 squared_error = 0.01 samples = 2 value = 1035.75 4593->4595 4596 squared_error = 0.0 samples = 1 value = 1035.65 4595->4596 4597 squared_error = 0.0 samples = 1 value = 1035.85 4595->4597 4599 Volume_lag_1d <= 0.014 squared_error = 0.132 samples = 3 value = 1038.3 4598->4599 4604 Last <= 0.366 squared_error = 5.895 samples = 6 value = 1041.442 4598->4604 4600 VWAP <= 0.366 squared_error = 0.01 samples = 2 value = 1038.05 4599->4600 4603 squared_error = -0.0 samples = 1 value = 1038.8 4599->4603 4601 squared_error = 0.0 samples = 1 value = 1038.15 4600->4601 4602 squared_error = -0.0 samples = 1 value = 1037.95 4600->4602 4605 Last <= 0.366 squared_error = 1.332 samples = 5 value = 1042.42 4604->4605 4614 squared_error = 0.0 samples = 1 value = 1036.55 4604->4614 4606 Last <= 0.366 squared_error = 0.313 samples = 4 value = 1041.9 4605->4606 4613 squared_error = -0.0 samples = 1 value = 1044.5 4605->4613 4607 Last <= 0.365 squared_error = 0.062 samples = 2 value = 1041.4 4606->4607 4610 VWAP <= 0.367 squared_error = 0.063 samples = 2 value = 1042.4 4606->4610 4608 squared_error = 0.0 samples = 1 value = 1041.15 4607->4608 4609 squared_error = 0.0 samples = 1 value = 1041.65 4607->4609 4611 squared_error = 0.0 samples = 1 value = 1042.65 4610->4611 4612 squared_error = 0.0 samples = 1 value = 1042.15 4610->4612 4616 Last <= 0.369 squared_error = 17.642 samples = 47 value = 1050.23 4615->4616 4701 Last <= 0.373 squared_error = 10.243 samples = 40 value = 1059.04 4615->4701 4617 Last <= 0.369 squared_error = 5.523 samples = 17 value = 1046.582 4616->4617 4648 Low <= 0.358 squared_error = 12.699 samples = 30 value = 1052.297 4616->4648 4618 Volume_lag_1d <= 0.016 squared_error = 3.228 samples = 9 value = 1045.378 4617->4618 4633 Last <= 0.369 squared_error = 4.636 samples = 8 value = 1047.937 4617->4633 4619 High <= 0.37 squared_error = 1.369 samples = 5 value = 1046.73 4618->4619 4628 Prev Close <= 0.371 squared_error = 0.409 samples = 4 value = 1043.688 4618->4628 4620 VWAP <= 0.369 squared_error = 0.372 samples = 4 value = 1046.213 4619->4620 4627 squared_error = 0.0 samples = 1 value = 1048.8 4619->4627 4621 High <= 0.369 squared_error = 0.105 samples = 3 value = 1045.9 4620->4621 4626 squared_error = -0.0 samples = 1 value = 1047.15 4620->4626 4622 Low <= 0.365 squared_error = 0.006 samples = 2 value = 1045.675 4621->4622 4625 squared_error = 0.0 samples = 1 value = 1046.35 4621->4625 4623 squared_error = 0.0 samples = 1 value = 1045.75 4622->4623 4624 squared_error = 0.0 samples = 1 value = 1045.6 4622->4624 4629 VWAP <= 0.369 squared_error = 0.067 samples = 3 value = 1044.033 4628->4629 4632 squared_error = -0.0 samples = 1 value = 1042.65 4628->4632 4630 squared_error = 0.0 samples = 2 value = 1043.85 4629->4630 4631 squared_error = 0.0 samples = 1 value = 1044.4 4629->4631 4634 Last <= 0.369 squared_error = 2.894 samples = 7 value = 1048.486 4633->4634 4647 squared_error = -0.0 samples = 1 value = 1044.1 4633->4647 4635 Open <= 0.372 squared_error = 0.509 samples = 5 value = 1047.49 4634->4635 4644 Prev Close <= 0.365 squared_error = 0.181 samples = 2 value = 1050.975 4634->4644 4636 VWAP <= 0.37 squared_error = 0.207 samples = 3 value = 1047.033 4635->4636 4641 High <= 0.37 squared_error = 0.181 samples = 2 value = 1048.175 4635->4641 4637 VWAP <= 0.368 squared_error = 0.01 samples = 2 value = 1047.35 4636->4637 4640 squared_error = -0.0 samples = 1 value = 1046.4 4636->4640 4638 squared_error = 0.0 samples = 1 value = 1047.25 4637->4638 4639 squared_error = 0.0 samples = 1 value = 1047.45 4637->4639 4642 squared_error = 0.0 samples = 1 value = 1047.75 4641->4642 4643 squared_error = 0.0 samples = 1 value = 1048.6 4641->4643 4645 squared_error = 0.0 samples = 1 value = 1050.55 4644->4645 4646 squared_error = 0.0 samples = 1 value = 1051.4 4644->4646 4649 Prev Close <= 0.367 squared_error = 14.631 samples = 2 value = 1042.925 4648->4649 4652 Volume_lag_1d <= 0.01 squared_error = 5.839 samples = 28 value = 1052.966 4648->4652 4650 squared_error = 0.0 samples = 1 value = 1039.1 4649->4650 4651 squared_error = -0.0 samples = 1 value = 1046.75 4649->4651 4653 Volume_lag_1d <= 0.003 squared_error = 5.821 samples = 5 value = 1056.08 4652->4653 4662 Prev Close <= 0.367 squared_error = 3.277 samples = 23 value = 1052.289 4652->4662 4654 squared_error = 0.0 samples = 1 value = 1052.05 4653->4654 4655 High <= 0.383 squared_error = 2.2 samples = 4 value = 1057.088 4653->4655 4656 Volume_lag_1d <= 0.007 squared_error = 0.016 samples = 3 value = 1056.233 4655->4656 4661 squared_error = 0.0 samples = 1 value = 1059.65 4655->4661 4657 squared_error = 0.0 samples = 1 value = 1056.4 4656->4657 4658 Low <= 0.368 squared_error = 0.002 samples = 2 value = 1056.15 4656->4658 4659 squared_error = 0.0 samples = 1 value = 1056.1 4658->4659 4660 squared_error = -0.0 samples = 1 value = 1056.2 4658->4660 4663 Volume_lag_1d <= 0.028 squared_error = 2.524 samples = 7 value = 1050.6 4662->4663 4674 Last <= 0.371 squared_error = 1.812 samples = 16 value = 1053.028 4662->4674 4664 VWAP <= 0.369 squared_error = 0.745 samples = 5 value = 1049.91 4663->4664 4671 Prev Close <= 0.365 squared_error = 2.806 samples = 2 value = 1052.325 4663->4671 4665 High <= 0.367 squared_error = 0.094 samples = 3 value = 1049.417 4664->4665 4668 High <= 0.369 squared_error = 0.81 samples = 2 value = 1050.65 4664->4668 4666 squared_error = 0.0 samples = 2 value = 1049.2 4665->4666 4667 squared_error = -0.0 samples = 1 value = 1049.85 4665->4667 4669 squared_error = 0.0 samples = 1 value = 1051.55 4668->4669 4670 squared_error = -0.0 samples = 1 value = 1049.75 4668->4670 4672 squared_error = 0.0 samples = 1 value = 1054.0 4671->4672 4673 squared_error = 0.0 samples = 1 value = 1050.65 4671->4673 4675 High <= 0.369 squared_error = 1.852 samples = 9 value = 1052.344 4674->4675 4690 Low <= 0.373 squared_error = 0.387 samples = 7 value = 1053.907 4674->4690 4676 squared_error = 0.0 samples = 1 value = 1049.75 4675->4676 4677 VWAP <= 0.375 squared_error = 1.137 samples = 8 value = 1052.669 4675->4677 4678 Volume_lag_1d <= 0.02 squared_error = 0.635 samples = 7 value = 1052.957 4677->4678 4689 squared_error = 0.0 samples = 1 value = 1050.65 4677->4689 4679 Volume_lag_1d <= 0.012 squared_error = 0.393 samples = 5 value = 1052.6 4678->4679 4686 VWAP <= 0.372 squared_error = 0.123 samples = 2 value = 1053.85 4678->4686 4680 squared_error = 0.0 samples = 1 value = 1053.8 4679->4680 4681 Open <= 0.372 squared_error = 0.041 samples = 4 value = 1052.3 4679->4681 4682 squared_error = 0.0 samples = 2 value = 1052.1 4681->4682 4683 Volume_lag_1d <= 0.014 squared_error = 0.003 samples = 2 value = 1052.5 4681->4683 4684 squared_error = 0.0 samples = 1 value = 1052.55 4683->4684 4685 squared_error = -0.0 samples = 1 value = 1052.45 4683->4685 4687 squared_error = 0.0 samples = 1 value = 1054.2 4686->4687 4688 squared_error = 0.0 samples = 1 value = 1053.5 4686->4688 4691 Prev Close <= 0.368 squared_error = 0.155 samples = 4 value = 1053.438 4690->4691 4698 Last <= 0.372 squared_error = 0.009 samples = 3 value = 1054.533 4690->4698 4692 Volume_lag_1d <= 0.021 squared_error = 0.001 samples = 2 value = 1053.825 4691->4692 4695 VWAP <= 0.372 squared_error = 0.01 samples = 2 value = 1053.05 4691->4695 4693 squared_error = 0.0 samples = 1 value = 1053.85 4692->4693 4694 squared_error = 0.0 samples = 1 value = 1053.8 4692->4694 4696 squared_error = 0.0 samples = 1 value = 1052.95 4695->4696 4697 squared_error = -0.0 samples = 1 value = 1053.15 4695->4697 4699 squared_error = 0.0 samples = 2 value = 1054.6 4698->4699 4700 squared_error = -0.0 samples = 1 value = 1054.4 4698->4700 4702 Prev Close <= 0.385 squared_error = 9.673 samples = 23 value = 1057.541 4701->4702 4745 Volume_lag_1d <= 0.012 squared_error = 3.866 samples = 17 value = 1061.068 4701->4745 4703 VWAP <= 0.372 squared_error = 6.228 samples = 22 value = 1057.952 4702->4703 4744 squared_error = -0.0 samples = 1 value = 1048.5 4702->4744 4704 Volume_lag_1d <= 0.011 squared_error = 2.344 samples = 12 value = 1056.371 4703->4704 4727 Volume_lag_1d <= 0.015 squared_error = 4.285 samples = 10 value = 1059.85 4703->4727 4705 Open <= 0.371 squared_error = 2.641 samples = 2 value = 1058.525 4704->4705 4708 High <= 0.372 squared_error = 1.171 samples = 10 value = 1055.94 4704->4708 4706 squared_error = 0.0 samples = 1 value = 1060.15 4705->4706 4707 squared_error = 0.0 samples = 1 value = 1056.9 4705->4707 4709 VWAP <= 0.368 squared_error = 0.751 samples = 9 value = 1055.706 4708->4709 4726 squared_error = 0.0 samples = 1 value = 1058.05 4708->4726 4710 Last <= 0.372 squared_error = 0.007 samples = 3 value = 1056.533 4709->4710 4715 VWAP <= 0.37 squared_error = 0.61 samples = 6 value = 1055.292 4709->4715 4711 squared_error = 0.0 samples = 1 value = 1056.65 4710->4711 4712 Volume_lag_1d <= 0.224 squared_error = 0.001 samples = 2 value = 1056.475 4710->4712 4713 squared_error = 0.0 samples = 1 value = 1056.5 4712->4713 4714 squared_error = 0.0 samples = 1 value = 1056.45 4712->4714 4716 Open <= 0.365 squared_error = 0.016 samples = 2 value = 1054.325 4715->4716 4719 High <= 0.371 squared_error = 0.206 samples = 4 value = 1055.775 4715->4719 4717 squared_error = 0.0 samples = 1 value = 1054.45 4716->4717 4718 squared_error = -0.0 samples = 1 value = 1054.2 4716->4718 4720 Low <= 0.372 squared_error = 0.076 samples = 2 value = 1056.175 4719->4720 4723 Volume_lag_1d <= 0.012 squared_error = 0.016 samples = 2 value = 1055.375 4719->4723 4721 squared_error = 0.0 samples = 1 value = 1055.9 4720->4721 4722 squared_error = -0.0 samples = 1 value = 1056.45 4720->4722 4724 squared_error = 0.0 samples = 1 value = 1055.5 4723->4724 4725 squared_error = 0.0 samples = 1 value = 1055.25 4723->4725 4728 Low <= 0.375 squared_error = 3.767 samples = 5 value = 1061.34 4727->4728 4737 VWAP <= 0.375 squared_error = 0.363 samples = 5 value = 1058.36 4727->4737 4729 Prev Close <= 0.379 squared_error = 1.628 samples = 4 value = 1062.125 4728->4729 4736 squared_error = 0.0 samples = 1 value = 1058.2 4728->4736 4730 Last <= 0.373 squared_error = 0.437 samples = 3 value = 1061.467 4729->4730 4735 squared_error = 0.0 samples = 1 value = 1064.1 4729->4735 4731 squared_error = 0.0 samples = 1 value = 1062.4 4730->4731 4732 High <= 0.373 squared_error = 0.002 samples = 2 value = 1061.0 4730->4732 4733 squared_error = 0.0 samples = 1 value = 1060.95 4732->4733 4734 squared_error = 0.0 samples = 1 value = 1061.05 4732->4734 4738 Last <= 0.373 squared_error = 0.08 samples = 3 value = 1058.8 4737->4738 4741 Open <= 0.381 squared_error = 0.063 samples = 2 value = 1057.7 4737->4741 4739 squared_error = 0.0 samples = 1 value = 1058.4 4738->4739 4740 squared_error = 0.0 samples = 2 value = 1059.0 4738->4740 4742 squared_error = 0.0 samples = 1 value = 1057.45 4741->4742 4743 squared_error = -0.0 samples = 1 value = 1057.95 4741->4743 4746 Last <= 0.374 squared_error = 1.043 samples = 7 value = 1059.843 4745->4746 4759 Volume_lag_1d <= 0.072 squared_error = 4.056 samples = 10 value = 1061.925 4745->4759 4747 High <= 0.373 squared_error = 0.087 samples = 3 value = 1060.9 4746->4747 4752 High <= 0.371 squared_error = 0.294 samples = 4 value = 1059.05 4746->4752 4748 Prev Close <= 0.371 squared_error = 0.01 samples = 2 value = 1060.7 4747->4748 4751 squared_error = -0.0 samples = 1 value = 1061.3 4747->4751 4749 squared_error = 0.0 samples = 1 value = 1060.6 4748->4749 4750 squared_error = 0.0 samples = 1 value = 1060.8 4748->4750 4753 Volume_lag_1d <= 0.006 squared_error = 0.031 samples = 2 value = 1059.525 4752->4753 4756 Prev Close <= 0.365 squared_error = 0.106 samples = 2 value = 1058.575 4752->4756 4754 squared_error = 0.0 samples = 1 value = 1059.7 4753->4754 4755 squared_error = -0.0 samples = 1 value = 1059.35 4753->4755 4757 squared_error = 0.0 samples = 1 value = 1058.25 4756->4757 4758 squared_error = -0.0 samples = 1 value = 1058.9 4756->4758 4760 VWAP <= 0.373 squared_error = 2.628 samples = 7 value = 1062.686 4759->4760 4771 Open <= 0.373 squared_error = 2.887 samples = 3 value = 1060.15 4759->4771 4761 Open <= 0.375 squared_error = 0.845 samples = 3 value = 1064.15 4760->4761 4764 Prev Close <= 0.371 squared_error = 1.152 samples = 4 value = 1061.588 4760->4764 4762 squared_error = 0.0 samples = 2 value = 1064.8 4761->4762 4763 squared_error = 0.0 samples = 1 value = 1062.85 4761->4763 4765 squared_error = 0.0 samples = 1 value = 1059.75 4764->4765 4766 VWAP <= 0.375 squared_error = 0.035 samples = 3 value = 1062.2 4764->4766 4767 squared_error = 0.0 samples = 1 value = 1061.95 4766->4767 4768 Prev Close <= 0.383 squared_error = 0.006 samples = 2 value = 1062.325 4766->4768 4769 squared_error = 0.0 samples = 1 value = 1062.4 4768->4769 4770 squared_error = 0.0 samples = 1 value = 1062.25 4768->4770 4772 squared_error = 0.0 samples = 1 value = 1062.55 4771->4772 4773 Open <= 0.376 squared_error = 0.01 samples = 2 value = 1058.95 4771->4773 4774 squared_error = 0.0 samples = 1 value = 1058.85 4773->4774 4775 squared_error = 0.0 samples = 1 value = 1059.05 4773->4775 4777 Last <= 0.379 squared_error = 21.434 samples = 66 value = 1070.57 4776->4777 4906 VWAP <= 0.385 squared_error = 51.329 samples = 91 value = 1090.338 4776->4906 4778 High <= 0.376 squared_error = 9.53 samples = 40 value = 1067.72 4777->4778 4857 VWAP <= 0.376 squared_error = 8.034 samples = 26 value = 1074.954 4777->4857 4779 Last <= 0.378 squared_error = 4.204 samples = 18 value = 1065.786 4778->4779 4814 Open <= 0.377 squared_error = 8.324 samples = 22 value = 1069.302 4778->4814 4780 Prev Close <= 0.371 squared_error = 3.408 samples = 13 value = 1065.038 4779->4780 4805 High <= 0.376 squared_error = 1.044 samples = 5 value = 1067.73 4779->4805 4781 VWAP <= 0.374 squared_error = 1.987 samples = 3 value = 1063.033 4780->4781 4786 Last <= 0.376 squared_error = 2.266 samples = 10 value = 1065.64 4780->4786 4782 Last <= 0.376 squared_error = 0.226 samples = 2 value = 1062.075 4781->4782 4785 squared_error = 0.0 samples = 1 value = 1064.95 4781->4785 4783 squared_error = 0.0 samples = 1 value = 1062.55 4782->4783 4784 squared_error = 0.0 samples = 1 value = 1061.6 4782->4784 4787 Prev Close <= 0.374 squared_error = 1.263 samples = 4 value = 1064.375 4786->4787 4794 Low <= 0.377 squared_error = 1.156 samples = 6 value = 1066.483 4786->4794 4788 squared_error = 0.0 samples = 1 value = 1066.1 4787->4788 4789 Low <= 0.376 squared_error = 0.362 samples = 3 value = 1063.8 4787->4789 4790 VWAP <= 0.374 squared_error = 0.063 samples = 2 value = 1064.2 4789->4790 4793 squared_error = 0.0 samples = 1 value = 1063.0 4789->4793 4791 squared_error = 0.0 samples = 1 value = 1064.45 4790->4791 4792 squared_error = 0.0 samples = 1 value = 1063.95 4790->4792 4795 Prev Close <= 0.377 squared_error = 0.295 samples = 5 value = 1066.91 4794->4795 4804 squared_error = -0.0 samples = 1 value = 1064.35 4794->4804 4796 Volume_lag_1d <= 0.068 squared_error = 0.138 samples = 4 value = 1067.125 4795->4796 4803 squared_error = -0.0 samples = 1 value = 1066.05 4795->4803 4797 Prev Close <= 0.375 squared_error = 0.062 samples = 3 value = 1067.3 4796->4797 4802 squared_error = -0.0 samples = 1 value = 1066.6 4796->4802 4798 Low <= 0.374 squared_error = 0.001 samples = 2 value = 1067.125 4797->4798 4801 squared_error = 0.0 samples = 1 value = 1067.65 4797->4801 4799 squared_error = 0.0 samples = 1 value = 1067.15 4798->4799 4800 squared_error = 0.0 samples = 1 value = 1067.1 4798->4800 4806 High <= 0.375 squared_error = 0.247 samples = 3 value = 1068.5 4805->4806 4811 Prev Close <= 0.376 squared_error = 0.016 samples = 2 value = 1066.575 4805->4811 4807 Prev Close <= 0.372 squared_error = 0.003 samples = 2 value = 1068.85 4806->4807 4810 squared_error = -0.0 samples = 1 value = 1067.8 4806->4810 4808 squared_error = 0.0 samples = 1 value = 1068.9 4807->4808 4809 squared_error = 0.0 samples = 1 value = 1068.8 4807->4809 4812 squared_error = 0.0 samples = 1 value = 1066.7 4811->4812 4813 squared_error = 0.0 samples = 1 value = 1066.45 4811->4813 4815 Low <= 0.362 squared_error = 4.577 samples = 7 value = 1072.079 4814->4815 4828 Low <= 0.379 squared_error = 4.797 samples = 15 value = 1068.007 4814->4828 4816 High <= 0.386 squared_error = 0.002 samples = 2 value = 1074.3 4815->4816 4819 Volume_lag_1d <= 0.015 squared_error = 3.643 samples = 5 value = 1071.19 4815->4819 4817 squared_error = 0.0 samples = 1 value = 1074.35 4816->4817 4818 squared_error = 0.0 samples = 1 value = 1074.25 4816->4818 4820 Volume_lag_1d <= 0.007 squared_error = 1.102 samples = 3 value = 1069.85 4819->4820 4825 Volume_lag_1d <= 0.021 squared_error = 0.722 samples = 2 value = 1073.2 4819->4825 4821 squared_error = 0.0 samples = 1 value = 1068.4 4820->4821 4822 High <= 0.38 squared_error = 0.076 samples = 2 value = 1070.575 4820->4822 4823 squared_error = 0.0 samples = 1 value = 1070.85 4822->4823 4824 squared_error = 0.0 samples = 1 value = 1070.3 4822->4824 4826 squared_error = 0.0 samples = 1 value = 1072.35 4825->4826 4827 squared_error = 0.0 samples = 1 value = 1074.05 4825->4827 4829 Volume_lag_1d <= 0.01 squared_error = 1.575 samples = 11 value = 1066.918 4828->4829 4850 Low <= 0.38 squared_error = 1.439 samples = 4 value = 1071.0 4828->4850 4830 Volume_lag_1d <= 0.004 squared_error = 0.105 samples = 3 value = 1068.25 4829->4830 4835 Prev Close <= 0.379 squared_error = 1.212 samples = 8 value = 1066.419 4829->4835 4831 squared_error = 0.0 samples = 1 value = 1068.7 4830->4831 4832 Volume_lag_1d <= 0.006 squared_error = 0.006 samples = 2 value = 1068.025 4830->4832 4833 squared_error = 0.0 samples = 1 value = 1067.95 4832->4833 4834 squared_error = -0.0 samples = 1 value = 1068.1 4832->4834 4836 Low <= 0.374 squared_error = 0.044 samples = 4 value = 1067.45 4835->4836 4843 Low <= 0.375 squared_error = 0.253 samples = 4 value = 1065.387 4835->4843 4837 squared_error = 0.0 samples = 1 value = 1067.1 4836->4837 4838 Low <= 0.377 squared_error = 0.004 samples = 3 value = 1067.567 4836->4838 4839 squared_error = 0.0 samples = 1 value = 1067.65 4838->4839 4840 Open <= 0.38 squared_error = 0.001 samples = 2 value = 1067.525 4838->4840 4841 squared_error = 0.0 samples = 1 value = 1067.55 4840->4841 4842 squared_error = -0.0 samples = 1 value = 1067.5 4840->4842 4844 squared_error = 0.0 samples = 1 value = 1064.6 4843->4844 4845 VWAP <= 0.38 squared_error = 0.062 samples = 3 value = 1065.65 4843->4845 4846 High <= 0.378 squared_error = 0.001 samples = 2 value = 1065.825 4845->4846 4849 squared_error = -0.0 samples = 1 value = 1065.3 4845->4849 4847 squared_error = 0.0 samples = 1 value = 1065.85 4846->4847 4848 squared_error = 0.0 samples = 1 value = 1065.8 4846->4848 4851 Volume_lag_1d <= 0.005 squared_error = 0.051 samples = 3 value = 1070.317 4850->4851 4856 squared_error = -0.0 samples = 1 value = 1073.05 4850->4856 4852 squared_error = 0.0 samples = 1 value = 1070.0 4851->4852 4853 Volume_lag_1d <= 0.007 squared_error = 0.001 samples = 2 value = 1070.475 4851->4853 4854 squared_error = 0.0 samples = 1 value = 1070.45 4853->4854 4855 squared_error = 0.0 samples = 1 value = 1070.5 4853->4855 4858 High <= 0.378 squared_error = 6.02 samples = 4 value = 1071.888 4857->4858 4865 Volume_lag_1d <= 0.004 squared_error = 6.38 samples = 22 value = 1075.511 4857->4865 4859 Last <= 0.38 squared_error = 0.327 samples = 3 value = 1070.5 4858->4859 4864 squared_error = -0.0 samples = 1 value = 1076.05 4858->4864 4860 High <= 0.377 squared_error = 0.122 samples = 2 value = 1070.15 4859->4860 4863 squared_error = 0.0 samples = 1 value = 1071.2 4859->4863 4861 squared_error = 0.0 samples = 1 value = 1070.5 4860->4861 4862 squared_error = -0.0 samples = 1 value = 1069.8 4860->4862 4866 squared_error = 0.0 samples = 1 value = 1069.2 4865->4866 4867 Prev Close <= 0.376 squared_error = 4.697 samples = 21 value = 1075.812 4865->4867 4868 High <= 0.378 squared_error = 5.245 samples = 7 value = 1077.379 4867->4868 4879 Volume_lag_1d <= 0.007 squared_error = 2.582 samples = 14 value = 1075.029 4867->4879 4869 Last <= 0.38 squared_error = 1.154 samples = 3 value = 1074.933 4868->4869 4874 Prev Close <= 0.375 squared_error = 0.465 samples = 4 value = 1079.212 4868->4874 4870 squared_error = 0.0 samples = 1 value = 1076.45 4869->4870 4871 VWAP <= 0.378 squared_error = 0.006 samples = 2 value = 1074.175 4869->4871 4872 squared_error = 0.0 samples = 1 value = 1074.25 4871->4872 4873 squared_error = -0.0 samples = 1 value = 1074.1 4871->4873 4875 squared_error = 0.0 samples = 2 value = 1078.6 4874->4875 4876 Low <= 0.378 squared_error = 0.181 samples = 2 value = 1079.825 4874->4876 4877 squared_error = 0.0 samples = 1 value = 1079.4 4876->4877 4878 squared_error = 0.0 samples = 1 value = 1080.25 4876->4878 4880 Last <= 0.38 squared_error = 0.198 samples = 4 value = 1076.962 4879->4880 4887 Open <= 0.383 squared_error = 1.441 samples = 10 value = 1074.255 4879->4887 4881 Volume_lag_1d <= 0.006 squared_error = 0.04 samples = 2 value = 1076.55 4880->4881 4884 Volume_lag_1d <= 0.006 squared_error = 0.016 samples = 2 value = 1077.375 4880->4884 4882 squared_error = 0.0 samples = 1 value = 1076.35 4881->4882 4883 squared_error = 0.0 samples = 1 value = 1076.75 4881->4883 4885 squared_error = 0.0 samples = 1 value = 1077.25 4884->4885 4886 squared_error = 0.0 samples = 1 value = 1077.5 4884->4886 4888 High <= 0.381 squared_error = 0.673 samples = 7 value = 1074.821 4887->4888 4901 VWAP <= 0.384 squared_error = 0.737 samples = 3 value = 1072.933 4887->4901 4889 Last <= 0.379 squared_error = 0.237 samples = 6 value = 1074.542 4888->4889 4900 squared_error = 0.0 samples = 1 value = 1076.5 4888->4900 4890 squared_error = 0.0 samples = 1 value = 1075.4 4889->4890 4891 High <= 0.379 squared_error = 0.108 samples = 5 value = 1074.37 4889->4891 4892 Open <= 0.381 squared_error = 0.017 samples = 3 value = 1074.117 4891->4892 4897 Last <= 0.38 squared_error = 0.002 samples = 2 value = 1074.75 4891->4897 4893 High <= 0.376 squared_error = 0.001 samples = 2 value = 1074.025 4892->4893 4896 squared_error = -0.0 samples = 1 value = 1074.3 4892->4896 4894 squared_error = 0.0 samples = 1 value = 1074.0 4893->4894 4895 squared_error = -0.0 samples = 1 value = 1074.05 4893->4895 4898 squared_error = 0.0 samples = 1 value = 1074.7 4897->4898 4899 squared_error = 0.0 samples = 1 value = 1074.8 4897->4899 4902 VWAP <= 0.38 squared_error = 0.226 samples = 2 value = 1073.475 4901->4902 4905 squared_error = 0.0 samples = 1 value = 1071.85 4901->4905 4903 squared_error = 0.0 samples = 1 value = 1073.0 4902->4903 4904 squared_error = 0.0 samples = 1 value = 1073.95 4902->4904 4907 Last <= 0.384 squared_error = 21.659 samples = 40 value = 1084.322 4906->4907 4986 Last <= 0.387 squared_error = 23.96 samples = 51 value = 1095.056 4906->4986 4908 VWAP <= 0.384 squared_error = 8.06 samples = 20 value = 1081.242 4907->4908 4947 VWAP <= 0.383 squared_error = 16.285 samples = 20 value = 1087.403 4907->4947 4909 High <= 0.379 squared_error = 4.396 samples = 16 value = 1080.469 4908->4909 4940 VWAP <= 0.384 squared_error = 10.745 samples = 4 value = 1084.338 4908->4940 4910 High <= 0.378 squared_error = 0.027 samples = 3 value = 1077.75 4909->4910 4915 Volume_lag_1d <= 0.04 squared_error = 3.304 samples = 13 value = 1081.096 4909->4915 4911 squared_error = 0.0 samples = 1 value = 1077.95 4910->4911 4912 Prev Close <= 0.379 squared_error = 0.01 samples = 2 value = 1077.65 4910->4912 4913 squared_error = 0.0 samples = 1 value = 1077.55 4912->4913 4914 squared_error = -0.0 samples = 1 value = 1077.75 4912->4914 4916 Open <= 0.375 squared_error = 1.266 samples = 9 value = 1082.056 4915->4916 4933 VWAP <= 0.383 squared_error = 1.16 samples = 4 value = 1078.938 4915->4933 4917 Prev Close <= 0.371 squared_error = 0.01 samples = 2 value = 1083.6 4916->4917 4920 High <= 0.381 squared_error = 0.748 samples = 7 value = 1081.614 4916->4920 4918 squared_error = 0.0 samples = 1 value = 1083.7 4917->4918 4919 squared_error = 0.0 samples = 1 value = 1083.5 4917->4919 4921 Volume_lag_1d <= 0.013 squared_error = 0.242 samples = 4 value = 1082.188 4920->4921 4928 Volume_lag_1d <= 0.006 squared_error = 0.402 samples = 3 value = 1080.85 4920->4928 4922 VWAP <= 0.382 squared_error = 0.029 samples = 3 value = 1081.917 4921->4922 4927 squared_error = 0.0 samples = 1 value = 1083.0 4921->4927 4923 Last <= 0.382 squared_error = 0.002 samples = 2 value = 1081.8 4922->4923 4926 squared_error = -0.0 samples = 1 value = 1082.15 4922->4926 4924 squared_error = 0.0 samples = 1 value = 1081.75 4923->4924 4925 squared_error = 0.0 samples = 1 value = 1081.85 4923->4925 4929 squared_error = 0.0 samples = 1 value = 1080.05 4928->4929 4930 Volume_lag_1d <= 0.018 squared_error = 0.122 samples = 2 value = 1081.25 4928->4930 4931 squared_error = 0.0 samples = 1 value = 1080.9 4930->4931 4932 squared_error = 0.0 samples = 1 value = 1081.6 4930->4932 4934 Last <= 0.382 squared_error = 0.422 samples = 2 value = 1078.0 4933->4934 4937 Volume_lag_1d <= 0.092 squared_error = 0.141 samples = 2 value = 1079.875 4933->4937 4935 squared_error = 0.0 samples = 1 value = 1078.65 4934->4935 4936 squared_error = -0.0 samples = 1 value = 1077.35 4934->4936 4938 squared_error = 0.0 samples = 1 value = 1080.25 4937->4938 4939 squared_error = 0.0 samples = 1 value = 1079.5 4937->4939 4941 squared_error = 0.0 samples = 1 value = 1089.35 4940->4941 4942 Low <= 0.384 squared_error = 3.161 samples = 3 value = 1082.667 4940->4942 4943 Volume_lag_1d <= 0.019 squared_error = 1.0 samples = 2 value = 1081.55 4942->4943 4946 squared_error = 0.0 samples = 1 value = 1084.9 4942->4946 4944 squared_error = 0.0 samples = 1 value = 1080.55 4943->4944 4945 squared_error = -0.0 samples = 1 value = 1082.55 4943->4945 4948 Last <= 0.387 squared_error = 5.175 samples = 7 value = 1084.071 4947->4948 4961 Low <= 0.383 squared_error = 13.076 samples = 13 value = 1089.196 4947->4961 4949 Low <= 0.381 squared_error = 3.109 samples = 5 value = 1085.08 4948->4949 4958 Prev Close <= 0.374 squared_error = 1.44 samples = 2 value = 1081.55 4948->4958 4950 High <= 0.382 squared_error = 0.367 samples = 3 value = 1086.467 4949->4950 4955 High <= 0.383 squared_error = 0.01 samples = 2 value = 1083.0 4949->4955 4951 squared_error = 0.0 samples = 1 value = 1085.65 4950->4951 4952 High <= 0.385 squared_error = 0.051 samples = 2 value = 1086.875 4950->4952 4953 squared_error = 0.0 samples = 1 value = 1086.65 4952->4953 4954 squared_error = 0.0 samples = 1 value = 1087.1 4952->4954 4956 squared_error = 0.0 samples = 1 value = 1082.9 4955->4956 4957 squared_error = 0.0 samples = 1 value = 1083.1 4955->4957 4959 squared_error = 0.0 samples = 1 value = 1080.35 4958->4959 4960 squared_error = -0.0 samples = 1 value = 1082.75 4958->4960 4962 Low <= 0.38 squared_error = 2.243 samples = 6 value = 1092.692 4961->4962 4973 Last <= 0.384 squared_error = 2.911 samples = 7 value = 1086.2 4961->4973 4963 Prev Close <= 0.375 squared_error = 0.815 samples = 4 value = 1093.612 4962->4963 4970 Low <= 0.382 squared_error = 0.01 samples = 2 value = 1090.85 4962->4970 4964 squared_error = 0.0 samples = 1 value = 1095.0 4963->4964 4965 Volume_lag_1d <= 0.014 squared_error = 0.232 samples = 3 value = 1093.15 4963->4965 4966 squared_error = 0.0 samples = 1 value = 1092.5 4965->4966 4967 High <= 0.389 squared_error = 0.031 samples = 2 value = 1093.475 4965->4967 4968 squared_error = 0.0 samples = 1 value = 1093.65 4967->4968 4969 squared_error = 0.0 samples = 1 value = 1093.3 4967->4969 4971 squared_error = 0.0 samples = 1 value = 1090.75 4970->4971 4972 squared_error = 0.0 samples = 1 value = 1090.95 4970->4972 4974 Last <= 0.384 squared_error = 1.925 samples = 4 value = 1085.238 4973->4974 4981 Prev Close <= 0.387 squared_error = 1.342 samples = 3 value = 1087.483 4973->4981 4975 Open <= 0.384 squared_error = 0.062 samples = 2 value = 1086.6 4974->4975 4978 Last <= 0.384 squared_error = 0.076 samples = 2 value = 1083.875 4974->4978 4976 squared_error = 0.0 samples = 1 value = 1086.85 4975->4976 4977 squared_error = 0.0 samples = 1 value = 1086.35 4975->4977 4979 squared_error = 0.0 samples = 1 value = 1084.15 4978->4979 4980 squared_error = 0.0 samples = 1 value = 1083.6 4978->4980 4982 High <= 0.384 squared_error = 0.25 samples = 2 value = 1088.25 4981->4982 4985 squared_error = 0.0 samples = 1 value = 1085.95 4981->4985 4983 squared_error = 0.0 samples = 1 value = 1088.75 4982->4983 4984 squared_error = 0.0 samples = 1 value = 1087.75 4982->4984 4987 High <= 0.397 squared_error = 18.595 samples = 17 value = 1090.447 4986->4987 5020 Last <= 0.389 squared_error = 10.712 samples = 34 value = 1097.36 4986->5020 4988 Last <= 0.385 squared_error = 11.872 samples = 15 value = 1089.407 4987->4988 5017 High <= 0.406 squared_error = 0.01 samples = 2 value = 1098.25 4987->5017 4989 Open <= 0.388 squared_error = 5.648 samples = 8 value = 1086.994 4988->4989 5004 VWAP <= 0.389 squared_error = 4.728 samples = 7 value = 1092.164 4988->5004 4990 squared_error = 0.0 samples = 1 value = 1081.7 4989->4990 4991 High <= 0.389 squared_error = 1.879 samples = 7 value = 1087.75 4989->4991 4992 VWAP <= 0.387 squared_error = 0.09 samples = 2 value = 1086.15 4991->4992 4995 Low <= 0.381 squared_error = 1.161 samples = 5 value = 1088.39 4991->4995 4993 squared_error = 0.0 samples = 1 value = 1086.45 4992->4993 4994 squared_error = -0.0 samples = 1 value = 1085.85 4992->4994 4996 squared_error = 0.0 samples = 1 value = 1086.5 4995->4996 4997 VWAP <= 0.386 squared_error = 0.335 samples = 4 value = 1088.862 4995->4997 4998 squared_error = 0.0 samples = 1 value = 1088.15 4997->4998 4999 Prev Close <= 0.393 squared_error = 0.222 samples = 3 value = 1089.1 4997->4999 5000 Volume_lag_1d <= 0.007 squared_error = 0.016 samples = 2 value = 1089.425 4999->5000 5003 squared_error = 0.0 samples = 1 value = 1088.45 4999->5003 5001 squared_error = 0.0 samples = 1 value = 1089.3 5000->5001 5002 squared_error = 0.0 samples = 1 value = 1089.55 5000->5002 5005 Last <= 0.387 squared_error = 0.739 samples = 5 value = 1090.89 5004->5005 5014 Last <= 0.386 squared_error = 0.49 samples = 2 value = 1095.35 5004->5014 5006 VWAP <= 0.388 squared_error = 0.082 samples = 3 value = 1091.5 5005->5006 5011 Open <= 0.389 squared_error = 0.331 samples = 2 value = 1089.975 5005->5011 5007 Low <= 0.385 squared_error = 0.031 samples = 2 value = 1091.675 5006->5007 5010 squared_error = 0.0 samples = 1 value = 1091.15 5006->5010 5008 squared_error = 0.0 samples = 1 value = 1091.5 5007->5008 5009 squared_error = 0.0 samples = 1 value = 1091.85 5007->5009 5012 squared_error = 0.0 samples = 1 value = 1089.4 5011->5012 5013 squared_error = 0.0 samples = 1 value = 1090.55 5011->5013 5015 squared_error = 0.0 samples = 1 value = 1096.05 5014->5015 5016 squared_error = 0.0 samples = 1 value = 1094.65 5014->5016 5018 squared_error = 0.0 samples = 1 value = 1098.15 5017->5018 5019 squared_error = 0.0 samples = 1 value = 1098.35 5017->5019 5021 High <= 0.388 squared_error = 5.876 samples = 19 value = 1095.511 5020->5021 5058 VWAP <= 0.391 squared_error = 7.014 samples = 15 value = 1099.703 5020->5058 5022 Last <= 0.388 squared_error = 4.679 samples = 9 value = 1093.833 5021->5022 5039 VWAP <= 0.386 squared_error = 2.143 samples = 10 value = 1097.02 5021->5039 5023 High <= 0.387 squared_error = 1.087 samples = 4 value = 1091.988 5022->5023 5030 Prev Close <= 0.387 squared_error = 2.646 samples = 5 value = 1095.31 5022->5030 5024 Open <= 0.389 squared_error = 0.257 samples = 3 value = 1092.533 5023->5024 5029 squared_error = -0.0 samples = 1 value = 1090.35 5023->5029 5025 Prev Close <= 0.385 squared_error = 0.001 samples = 2 value = 1092.175 5024->5025 5028 squared_error = 0.0 samples = 1 value = 1093.25 5024->5028 5026 squared_error = 0.0 samples = 1 value = 1092.2 5025->5026 5027 squared_error = -0.0 samples = 1 value = 1092.15 5025->5027 5031 Volume_lag_1d <= 0.009 squared_error = 0.09 samples = 2 value = 1097.0 5030->5031 5034 VWAP <= 0.387 squared_error = 1.177 samples = 3 value = 1094.183 5030->5034 5032 squared_error = 0.0 samples = 1 value = 1097.3 5031->5032 5033 squared_error = -0.0 samples = 1 value = 1096.7 5031->5033 5035 squared_error = 0.0 samples = 1 value = 1092.65 5034->5035 5036 Prev Close <= 0.388 squared_error = 0.003 samples = 2 value = 1094.95 5034->5036 5037 squared_error = 0.0 samples = 1 value = 1095.0 5036->5037 5038 squared_error = 0.0 samples = 1 value = 1094.9 5036->5038 5040 squared_error = 0.0 samples = 1 value = 1100.7 5039->5040 5041 High <= 0.395 squared_error = 0.709 samples = 9 value = 1096.611 5039->5041 5042 Open <= 0.394 squared_error = 0.133 samples = 6 value = 1096.067 5041->5042 5053 Volume_lag_1d <= 0.007 squared_error = 0.082 samples = 3 value = 1097.7 5041->5053 5043 VWAP <= 0.389 squared_error = 0.053 samples = 5 value = 1096.2 5042->5043 5052 squared_error = 0.0 samples = 1 value = 1095.4 5042->5052 5044 VWAP <= 0.388 squared_error = 0.017 samples = 3 value = 1096.033 5043->5044 5049 VWAP <= 0.389 squared_error = 0.003 samples = 2 value = 1096.45 5043->5049 5045 Open <= 0.388 squared_error = 0.001 samples = 2 value = 1096.125 5044->5045 5048 squared_error = 0.0 samples = 1 value = 1095.85 5044->5048 5046 squared_error = 0.0 samples = 1 value = 1096.15 5045->5046 5047 squared_error = -0.0 samples = 1 value = 1096.1 5045->5047 5050 squared_error = 0.0 samples = 1 value = 1096.4 5049->5050 5051 squared_error = -0.0 samples = 1 value = 1096.5 5049->5051 5054 squared_error = 0.0 samples = 1 value = 1097.35 5053->5054 5055 Last <= 0.388 squared_error = 0.031 samples = 2 value = 1097.875 5053->5055 5056 squared_error = 0.0 samples = 1 value = 1097.7 5055->5056 5057 squared_error = 0.0 samples = 1 value = 1098.05 5055->5057 5059 Volume_lag_1d <= 0.002 squared_error = 3.184 samples = 12 value = 1098.804 5058->5059 5078 Volume_lag_1d <= 0.016 squared_error = 6.167 samples = 3 value = 1103.3 5058->5078 5060 squared_error = 0.0 samples = 1 value = 1094.0 5059->5060 5061 Prev Close <= 0.4 squared_error = 1.184 samples = 11 value = 1099.241 5059->5061 5062 Volume_lag_1d <= 0.01 squared_error = 0.842 samples = 9 value = 1098.917 5061->5062 5075 Volume_lag_1d <= 0.018 squared_error = 0.122 samples = 2 value = 1100.7 5061->5075 5063 Prev Close <= 0.395 squared_error = 0.587 samples = 4 value = 1099.575 5062->5063 5068 Volume_lag_1d <= 0.016 squared_error = 0.421 samples = 5 value = 1098.39 5062->5068 5064 Open <= 0.384 squared_error = 0.002 samples = 3 value = 1100.017 5063->5064 5067 squared_error = 0.0 samples = 1 value = 1098.25 5063->5067 5065 squared_error = 0.0 samples = 1 value = 1099.95 5064->5065 5066 squared_error = -0.0 samples = 2 value = 1100.05 5064->5066 5069 Low <= 0.385 squared_error = 0.069 samples = 4 value = 1098.087 5068->5069 5074 squared_error = -0.0 samples = 1 value = 1099.6 5068->5074 5070 squared_error = 0.0 samples = 2 value = 1098.35 5069->5070 5071 Last <= 0.39 squared_error = 0.001 samples = 2 value = 1097.825 5069->5071 5072 squared_error = 0.0 samples = 1 value = 1097.8 5071->5072 5073 squared_error = 0.0 samples = 1 value = 1097.85 5071->5073 5076 squared_error = 0.0 samples = 1 value = 1100.35 5075->5076 5077 squared_error = 0.0 samples = 1 value = 1101.05 5075->5077 5079 Open <= 0.384 squared_error = 0.063 samples = 2 value = 1101.55 5078->5079 5082 squared_error = -0.0 samples = 1 value = 1106.8 5078->5082 5080 squared_error = 0.0 samples = 1 value = 1101.3 5079->5080 5081 squared_error = -0.0 samples = 1 value = 1101.8 5079->5081 5084 VWAP <= 0.398 squared_error = 132.784 samples = 72 value = 1115.824 5083->5084 5225 Last <= 0.415 squared_error = 137.674 samples = 77 value = 1162.891 5083->5225 5085 Last <= 0.396 squared_error = 30.064 samples = 48 value = 1108.903 5084->5085 5180 Last <= 0.401 squared_error = 50.865 samples = 24 value = 1129.665 5084->5180 5086 VWAP <= 0.392 squared_error = 17.61 samples = 35 value = 1106.747 5085->5086 5155 VWAP <= 0.394 squared_error = 17.388 samples = 13 value = 1114.708 5085->5155 5087 High <= 0.393 squared_error = 11.065 samples = 13 value = 1103.308 5086->5087 5112 Last <= 0.394 squared_error = 10.356 samples = 22 value = 1108.78 5086->5112 5088 VWAP <= 0.389 squared_error = 6.259 samples = 11 value = 1102.314 5087->5088 5109 Volume_lag_1d <= 0.064 squared_error = 2.176 samples = 2 value = 1108.775 5087->5109 5089 High <= 0.391 squared_error = 2.445 samples = 6 value = 1100.717 5088->5089 5100 Low <= 0.391 squared_error = 4.103 samples = 5 value = 1104.23 5088->5100 5090 High <= 0.389 squared_error = 0.619 samples = 4 value = 1099.75 5089->5090 5097 High <= 0.392 squared_error = 0.49 samples = 2 value = 1102.65 5089->5097 5091 squared_error = 0.0 samples = 1 value = 1098.45 5090->5091 5092 Last <= 0.392 squared_error = 0.074 samples = 3 value = 1100.183 5090->5092 5093 squared_error = 0.0 samples = 1 value = 1099.8 5092->5093 5094 VWAP <= 0.383 squared_error = 0.001 samples = 2 value = 1100.375 5092->5094 5095 squared_error = 0.0 samples = 1 value = 1100.4 5094->5095 5096 squared_error = -0.0 samples = 1 value = 1100.35 5094->5096 5098 squared_error = 0.0 samples = 1 value = 1103.35 5097->5098 5099 squared_error = -0.0 samples = 1 value = 1101.95 5097->5099 5101 Volume_lag_1d <= 0.048 squared_error = 0.16 samples = 2 value = 1106.55 5100->5101 5104 High <= 0.392 squared_error = 0.751 samples = 3 value = 1102.683 5100->5104 5102 squared_error = 0.0 samples = 1 value = 1106.15 5101->5102 5103 squared_error = -0.0 samples = 1 value = 1106.95 5101->5103 5105 squared_error = 0.0 samples = 1 value = 1101.5 5104->5105 5106 Volume_lag_1d <= 0.016 squared_error = 0.076 samples = 2 value = 1103.275 5104->5106 5107 squared_error = 0.0 samples = 1 value = 1103.0 5106->5107 5108 squared_error = -0.0 samples = 1 value = 1103.55 5106->5108 5110 squared_error = 0.0 samples = 1 value = 1110.25 5109->5110 5111 squared_error = -0.0 samples = 1 value = 1107.3 5109->5111 5113 High <= 0.394 squared_error = 5.99 samples = 13 value = 1107.069 5112->5113 5138 Last <= 0.396 squared_error = 6.333 samples = 9 value = 1111.25 5112->5138 5114 VWAP <= 0.394 squared_error = 1.401 samples = 5 value = 1109.03 5113->5114 5123 Low <= 0.392 squared_error = 4.954 samples = 8 value = 1105.844 5113->5123 5115 Volume_lag_1d <= 0.01 squared_error = 0.087 samples = 3 value = 1108.083 5114->5115 5120 High <= 0.393 squared_error = 0.01 samples = 2 value = 1110.45 5114->5120 5116 squared_error = 0.0 samples = 1 value = 1108.5 5115->5116 5117 Open <= 0.393 squared_error = 0.001 samples = 2 value = 1107.875 5115->5117 5118 squared_error = 0.0 samples = 1 value = 1107.85 5117->5118 5119 squared_error = -0.0 samples = 1 value = 1107.9 5117->5119 5121 squared_error = 0.0 samples = 1 value = 1110.55 5120->5121 5122 squared_error = 0.0 samples = 1 value = 1110.35 5120->5122 5124 Last <= 0.393 squared_error = 0.276 samples = 2 value = 1109.275 5123->5124 5127 Volume_lag_1d <= 0.004 squared_error = 1.281 samples = 6 value = 1104.7 5123->5127 5125 squared_error = 0.0 samples = 1 value = 1108.75 5124->5125 5126 squared_error = -0.0 samples = 1 value = 1109.8 5124->5126 5128 Volume_lag_1d <= 0.004 squared_error = 0.003 samples = 2 value = 1106.05 5127->5128 5131 Last <= 0.393 squared_error = 0.553 samples = 4 value = 1104.025 5127->5131 5129 squared_error = 0.0 samples = 1 value = 1106.0 5128->5129 5130 squared_error = 0.0 samples = 1 value = 1106.1 5128->5130 5132 High <= 0.396 squared_error = 0.224 samples = 3 value = 1103.667 5131->5132 5137 squared_error = 0.0 samples = 1 value = 1105.1 5131->5137 5133 squared_error = 0.0 samples = 1 value = 1103.0 5132->5133 5134 VWAP <= 0.394 squared_error = 0.002 samples = 2 value = 1104.0 5132->5134 5135 squared_error = 0.0 samples = 1 value = 1103.95 5134->5135 5136 squared_error = 0.0 samples = 1 value = 1104.05 5134->5136 5139 VWAP <= 0.397 squared_error = 2.556 samples = 8 value = 1111.962 5138->5139 5154 squared_error = 0.0 samples = 1 value = 1105.55 5138->5154 5140 Volume_lag_1d <= 0.004 squared_error = 1.314 samples = 7 value = 1111.514 5139->5140 5153 squared_error = -0.0 samples = 1 value = 1115.1 5139->5153 5141 squared_error = 0.0 samples = 1 value = 1113.8 5140->5141 5142 Last <= 0.395 squared_error = 0.517 samples = 6 value = 1111.133 5140->5142 5143 Volume_lag_1d <= 0.071 squared_error = 0.205 samples = 5 value = 1110.87 5142->5143 5152 squared_error = 0.0 samples = 1 value = 1112.45 5142->5152 5144 Low <= 0.393 squared_error = 0.117 samples = 3 value = 1111.167 5143->5144 5149 Open <= 0.395 squared_error = 0.006 samples = 2 value = 1110.425 5143->5149 5145 High <= 0.393 squared_error = 0.001 samples = 2 value = 1110.925 5144->5145 5148 squared_error = 0.0 samples = 1 value = 1111.65 5144->5148 5146 squared_error = 0.0 samples = 1 value = 1110.9 5145->5146 5147 squared_error = -0.0 samples = 1 value = 1110.95 5145->5147 5150 squared_error = 0.0 samples = 1 value = 1110.35 5149->5150 5151 squared_error = -0.0 samples = 1 value = 1110.5 5149->5151 5156 Prev Close <= 0.389 squared_error = 9.983 samples = 6 value = 1111.108 5155->5156 5167 Last <= 0.398 squared_error = 3.112 samples = 7 value = 1117.793 5155->5167 5157 High <= 0.396 squared_error = 0.817 samples = 3 value = 1113.917 5156->5157 5162 Last <= 0.397 squared_error = 3.375 samples = 3 value = 1108.3 5156->5162 5158 Volume_lag_1d <= 0.018 squared_error = 0.022 samples = 2 value = 1114.55 5157->5158 5161 squared_error = -0.0 samples = 1 value = 1112.65 5157->5161 5159 squared_error = 0.0 samples = 1 value = 1114.7 5158->5159 5160 squared_error = -0.0 samples = 1 value = 1114.4 5158->5160 5163 squared_error = 0.0 samples = 1 value = 1110.55 5162->5163 5164 Last <= 0.401 squared_error = 1.266 samples = 2 value = 1107.175 5162->5164 5165 squared_error = 0.0 samples = 1 value = 1108.3 5164->5165 5166 squared_error = 0.0 samples = 1 value = 1106.05 5164->5166 5168 Low <= 0.388 squared_error = 0.665 samples = 3 value = 1115.9 5167->5168 5173 Last <= 0.398 squared_error = 0.245 samples = 4 value = 1119.212 5167->5173 5169 squared_error = 0.0 samples = 1 value = 1117.05 5168->5169 5170 VWAP <= 0.396 squared_error = 0.006 samples = 2 value = 1115.325 5168->5170 5171 squared_error = 0.0 samples = 1 value = 1115.25 5170->5171 5172 squared_error = 0.0 samples = 1 value = 1115.4 5170->5172 5174 squared_error = 0.0 samples = 1 value = 1118.45 5173->5174 5175 Low <= 0.394 squared_error = 0.069 samples = 3 value = 1119.467 5173->5175 5176 squared_error = 0.0 samples = 1 value = 1119.1 5175->5176 5177 Last <= 0.4 squared_error = 0.002 samples = 2 value = 1119.65 5175->5177 5178 squared_error = 0.0 samples = 1 value = 1119.7 5177->5178 5179 squared_error = -0.0 samples = 1 value = 1119.6 5177->5179 5181 Last <= 0.399 squared_error = 19.216 samples = 9 value = 1122.683 5180->5181 5198 Low <= 0.404 squared_error = 23.067 samples = 15 value = 1133.853 5180->5198 5182 High <= 0.4 squared_error = 12.223 samples = 4 value = 1118.825 5181->5182 5189 Last <= 0.4 squared_error = 3.373 samples = 5 value = 1125.77 5181->5189 5183 Prev Close <= 0.401 squared_error = 4.101 samples = 2 value = 1121.675 5182->5183 5186 Open <= 0.4 squared_error = 4.101 samples = 2 value = 1115.975 5182->5186 5184 squared_error = 0.0 samples = 1 value = 1123.7 5183->5184 5185 squared_error = -0.0 samples = 1 value = 1119.65 5183->5185 5187 squared_error = 0.0 samples = 1 value = 1118.0 5186->5187 5188 squared_error = 0.0 samples = 1 value = 1113.95 5186->5188 5190 Last <= 0.4 squared_error = 0.391 samples = 2 value = 1123.575 5189->5190 5193 High <= 0.4 squared_error = 0.007 samples = 3 value = 1127.233 5189->5193 5191 squared_error = 0.0 samples = 1 value = 1122.95 5190->5191 5192 squared_error = 0.0 samples = 1 value = 1124.2 5190->5192 5194 squared_error = 0.0 samples = 1 value = 1127.35 5193->5194 5195 Low <= 0.395 squared_error = 0.001 samples = 2 value = 1127.175 5193->5195 5196 squared_error = 0.0 samples = 1 value = 1127.15 5195->5196 5197 squared_error = -0.0 samples = 1 value = 1127.2 5195->5197 5199 Last <= 0.405 squared_error = 10.09 samples = 10 value = 1131.48 5198->5199 5218 Volume_lag_1d <= 0.06 squared_error = 15.224 samples = 5 value = 1138.6 5198->5218 5200 High <= 0.403 squared_error = 6.377 samples = 5 value = 1129.74 5199->5200 5209 Prev Close <= 0.41 squared_error = 7.748 samples = 5 value = 1133.22 5199->5209 5201 Volume_lag_1d <= 0.009 squared_error = 0.741 samples = 3 value = 1131.717 5200->5201 5206 Last <= 0.404 squared_error = 0.181 samples = 2 value = 1126.775 5200->5206 5202 squared_error = 0.0 samples = 1 value = 1130.5 5201->5202 5203 Open <= 0.399 squared_error = 0.001 samples = 2 value = 1132.325 5201->5203 5204 squared_error = 0.0 samples = 1 value = 1132.35 5203->5204 5205 squared_error = 0.0 samples = 1 value = 1132.3 5203->5205 5207 squared_error = 0.0 samples = 1 value = 1126.35 5206->5207 5208 squared_error = -0.0 samples = 1 value = 1127.2 5206->5208 5210 Last <= 0.406 squared_error = 0.302 samples = 2 value = 1136.2 5209->5210 5213 High <= 0.437 squared_error = 2.844 samples = 3 value = 1131.233 5209->5213 5211 squared_error = 0.0 samples = 1 value = 1135.65 5210->5211 5212 squared_error = 0.0 samples = 1 value = 1136.75 5210->5212 5214 Open <= 0.412 squared_error = 0.006 samples = 2 value = 1132.425 5213->5214 5217 squared_error = 0.0 samples = 1 value = 1128.85 5213->5217 5215 squared_error = 0.0 samples = 1 value = 1132.5 5214->5215 5216 squared_error = 0.0 samples = 1 value = 1132.35 5214->5216 5219 VWAP <= 0.406 squared_error = 0.502 samples = 4 value = 1140.525 5218->5219 5224 squared_error = -0.0 samples = 1 value = 1130.9 5218->5224 5220 squared_error = 0.0 samples = 1 value = 1139.3 5219->5220 5221 Prev Close <= 0.415 squared_error = 0.002 samples = 3 value = 1140.933 5219->5221 5222 squared_error = 0.0 samples = 2 value = 1140.9 5221->5222 5223 squared_error = 0.0 samples = 1 value = 1141.0 5221->5223 5226 VWAP <= 0.408 squared_error = 36.685 samples = 31 value = 1150.497 5225->5226 5285 Last <= 0.419 squared_error = 32.443 samples = 46 value = 1171.243 5225->5285 5227 Volume_lag_1d <= 0.006 squared_error = 9.25 samples = 10 value = 1144.465 5226->5227 5244 Low <= 0.405 squared_error = 24.174 samples = 21 value = 1153.369 5226->5244 5228 Volume_lag_1d <= 0.004 squared_error = 2.176 samples = 2 value = 1149.125 5227->5228 5231 VWAP <= 0.406 squared_error = 4.233 samples = 8 value = 1143.3 5227->5231 5229 squared_error = 0.0 samples = 1 value = 1147.65 5228->5229 5230 squared_error = 0.0 samples = 1 value = 1150.6 5228->5230 5232 VWAP <= 0.399 squared_error = 1.154 samples = 4 value = 1144.9 5231->5232 5239 Open <= 0.415 squared_error = 2.191 samples = 4 value = 1141.7 5231->5239 5233 squared_error = 0.0 samples = 1 value = 1146.75 5232->5233 5234 Volume_lag_1d <= 0.046 squared_error = 0.017 samples = 3 value = 1144.283 5232->5234 5235 Open <= 0.393 squared_error = 0.001 samples = 2 value = 1144.375 5234->5235 5238 squared_error = 0.0 samples = 1 value = 1144.1 5234->5238 5236 squared_error = 0.0 samples = 1 value = 1144.35 5235->5236 5237 squared_error = -0.0 samples = 1 value = 1144.4 5235->5237 5240 VWAP <= 0.406 squared_error = 0.467 samples = 3 value = 1140.917 5239->5240 5243 squared_error = -0.0 samples = 1 value = 1144.05 5239->5243 5241 squared_error = 0.0 samples = 1 value = 1139.95 5240->5241 5242 squared_error = -0.0 samples = 2 value = 1141.4 5240->5242 5245 Last <= 0.414 squared_error = 2.525 samples = 4 value = 1160.938 5244->5245 5252 Last <= 0.412 squared_error = 12.619 samples = 17 value = 1151.588 5244->5252 5246 VWAP <= 0.412 squared_error = 0.276 samples = 3 value = 1161.817 5245->5246 5251 squared_error = -0.0 samples = 1 value = 1158.3 5245->5251 5247 Low <= 0.402 squared_error = 0.01 samples = 2 value = 1161.45 5246->5247 5250 squared_error = -0.0 samples = 1 value = 1162.55 5246->5250 5248 squared_error = 0.0 samples = 1 value = 1161.35 5247->5248 5249 squared_error = 0.0 samples = 1 value = 1161.55 5247->5249 5253 Low <= 0.41 squared_error = 2.553 samples = 12 value = 1149.721 5252->5253 5276 VWAP <= 0.413 squared_error = 8.322 samples = 5 value = 1156.07 5252->5276 5254 Open <= 0.415 squared_error = 1.269 samples = 7 value = 1148.75 5253->5254 5267 Volume_lag_1d <= 0.007 squared_error = 1.183 samples = 5 value = 1151.08 5253->5267 5255 Last <= 0.412 squared_error = 0.585 samples = 4 value = 1149.462 5254->5255 5262 Prev Close <= 0.417 squared_error = 0.602 samples = 3 value = 1147.8 5254->5262 5256 Prev Close <= 0.408 squared_error = 0.044 samples = 3 value = 1149.033 5255->5256 5261 squared_error = 0.0 samples = 1 value = 1150.75 5255->5261 5257 Volume_lag_1d <= 0.011 squared_error = 0.006 samples = 2 value = 1149.175 5256->5257 5260 squared_error = 0.0 samples = 1 value = 1148.75 5256->5260 5258 squared_error = 0.0 samples = 1 value = 1149.25 5257->5258 5259 squared_error = -0.0 samples = 1 value = 1149.1 5257->5259 5263 Low <= 0.408 squared_error = 0.076 samples = 2 value = 1147.275 5262->5263 5266 squared_error = 0.0 samples = 1 value = 1148.85 5262->5266 5264 squared_error = 0.0 samples = 1 value = 1147.55 5263->5264 5265 squared_error = -0.0 samples = 1 value = 1147.0 5263->5265 5268 Last <= 0.412 squared_error = 0.36 samples = 2 value = 1149.9 5267->5268 5271 Prev Close <= 0.414 squared_error = 0.184 samples = 3 value = 1151.867 5267->5271 5269 squared_error = 0.0 samples = 1 value = 1150.5 5268->5269 5270 squared_error = -0.0 samples = 1 value = 1149.3 5268->5270 5272 High <= 0.411 squared_error = 0.062 samples = 2 value = 1151.6 5271->5272 5275 squared_error = 0.0 samples = 1 value = 1152.4 5271->5275 5273 squared_error = 0.0 samples = 1 value = 1151.85 5272->5273 5274 squared_error = 0.0 samples = 1 value = 1151.35 5272->5274 5277 Last <= 0.413 squared_error = 0.791 samples = 3 value = 1153.783 5276->5277 5282 Last <= 0.415 squared_error = 0.01 samples = 2 value = 1159.5 5276->5282 5278 squared_error = 0.0 samples = 1 value = 1155.0 5277->5278 5279 Open <= 0.411 squared_error = 0.076 samples = 2 value = 1153.175 5277->5279 5280 squared_error = 0.0 samples = 1 value = 1153.45 5279->5280 5281 squared_error = -0.0 samples = 1 value = 1152.9 5279->5281 5283 squared_error = 0.0 samples = 1 value = 1159.6 5282->5283 5284 squared_error = -0.0 samples = 1 value = 1159.4 5282->5284 5286 Last <= 0.417 squared_error = 12.531 samples = 19 value = 1165.874 5285->5286 5323 Last <= 0.422 squared_error = 11.886 samples = 27 value = 1175.022 5285->5323 5287 Volume_lag_1d <= 0.021 squared_error = 0.797 samples = 7 value = 1161.857 5286->5287 5300 VWAP <= 0.419 squared_error = 4.476 samples = 12 value = 1168.217 5286->5300 5288 Volume_lag_1d <= 0.012 squared_error = 0.265 samples = 5 value = 1162.16 5287->5288 5297 Last <= 0.416 squared_error = 1.323 samples = 2 value = 1161.1 5287->5297 5289 VWAP <= 0.416 squared_error = 0.112 samples = 3 value = 1161.8 5288->5289 5294 Low <= 0.413 squared_error = 0.01 samples = 2 value = 1162.7 5288->5294 5290 High <= 0.415 squared_error = 0.016 samples = 2 value = 1162.025 5289->5290 5293 squared_error = 0.0 samples = 1 value = 1161.35 5289->5293 5291 squared_error = 0.0 samples = 1 value = 1162.15 5290->5291 5292 squared_error = 0.0 samples = 1 value = 1161.9 5290->5292 5295 squared_error = 0.0 samples = 1 value = 1162.8 5294->5295 5296 squared_error = 0.0 samples = 1 value = 1162.6 5294->5296 5298 squared_error = 0.0 samples = 1 value = 1159.95 5297->5298 5299 squared_error = 0.0 samples = 1 value = 1162.25 5297->5299 5301 High <= 0.42 squared_error = 2.602 samples = 7 value = 1166.979 5300->5301 5314 Prev Close <= 0.418 squared_error = 1.949 samples = 5 value = 1169.95 5300->5314 5302 High <= 0.416 squared_error = 1.079 samples = 5 value = 1167.81 5301->5302 5311 Last <= 0.418 squared_error = 0.36 samples = 2 value = 1164.9 5301->5311 5303 Prev Close <= 0.415 squared_error = 0.391 samples = 2 value = 1168.925 5302->5303 5306 Prev Close <= 0.414 squared_error = 0.157 samples = 3 value = 1167.067 5302->5306 5304 squared_error = 0.0 samples = 1 value = 1169.55 5303->5304 5305 squared_error = 0.0 samples = 1 value = 1168.3 5303->5305 5307 squared_error = 0.0 samples = 1 value = 1167.6 5306->5307 5308 VWAP <= 0.417 squared_error = 0.022 samples = 2 value = 1166.8 5306->5308 5309 squared_error = 0.0 samples = 1 value = 1166.65 5308->5309 5310 squared_error = -0.0 samples = 1 value = 1166.95 5308->5310 5312 squared_error = 0.0 samples = 1 value = 1165.5 5311->5312 5313 squared_error = -0.0 samples = 1 value = 1164.3 5311->5313 5315 Open <= 0.413 squared_error = 0.016 samples = 2 value = 1171.625 5314->5315 5318 Prev Close <= 0.437 squared_error = 0.121 samples = 3 value = 1168.833 5314->5318 5316 squared_error = 0.0 samples = 1 value = 1171.75 5315->5316 5317 squared_error = 0.0 samples = 1 value = 1171.5 5315->5317 5319 Volume_lag_1d <= 0.059 squared_error = 0.04 samples = 2 value = 1169.05 5318->5319 5322 squared_error = 0.0 samples = 1 value = 1168.4 5318->5322 5320 squared_error = 0.0 samples = 1 value = 1168.85 5319->5320 5321 squared_error = 0.0 samples = 1 value = 1169.25 5319->5321 5324 Last <= 0.421 squared_error = 2.658 samples = 14 value = 1172.561 5323->5324 5351 VWAP <= 0.423 squared_error = 8.271 samples = 13 value = 1177.673 5323->5351 5325 Prev Close <= 0.434 squared_error = 1.56 samples = 9 value = 1171.672 5324->5325 5342 Prev Close <= 0.421 squared_error = 0.655 samples = 5 value = 1174.16 5324->5342 5326 Volume_lag_1d <= 0.009 squared_error = 0.996 samples = 8 value = 1171.962 5325->5326 5341 squared_error = -0.0 samples = 1 value = 1169.35 5325->5341 5327 High <= 0.42 squared_error = 0.132 samples = 3 value = 1172.95 5326->5327 5332 High <= 0.418 squared_error = 0.579 samples = 5 value = 1171.37 5326->5332 5328 VWAP <= 0.418 squared_error = 0.01 samples = 2 value = 1173.2 5327->5328 5331 squared_error = -0.0 samples = 1 value = 1172.45 5327->5331 5329 squared_error = 0.0 samples = 1 value = 1173.3 5328->5329 5330 squared_error = 0.0 samples = 1 value = 1173.1 5328->5330 5333 squared_error = 0.0 samples = 1 value = 1170.0 5332->5333 5334 Low <= 0.422 squared_error = 0.137 samples = 4 value = 1171.712 5332->5334 5335 Low <= 0.421 squared_error = 0.016 samples = 3 value = 1171.917 5334->5335 5340 squared_error = 0.0 samples = 1 value = 1171.1 5334->5340 5336 Prev Close <= 0.424 squared_error = 0.002 samples = 2 value = 1172.0 5335->5336 5339 squared_error = 0.0 samples = 1 value = 1171.75 5335->5339 5337 squared_error = 0.0 samples = 1 value = 1172.05 5336->5337 5338 squared_error = 0.0 samples = 1 value = 1171.95 5336->5338 5343 High <= 0.419 squared_error = 0.203 samples = 2 value = 1173.25 5342->5343 5346 VWAP <= 0.422 squared_error = 0.037 samples = 3 value = 1174.767 5342->5346 5344 squared_error = 0.0 samples = 1 value = 1172.8 5343->5344 5345 squared_error = 0.0 samples = 1 value = 1173.7 5343->5345 5347 High <= 0.42 squared_error = 0.002 samples = 2 value = 1174.9 5346->5347 5350 squared_error = 0.0 samples = 1 value = 1174.5 5346->5350 5348 squared_error = 0.0 samples = 1 value = 1174.95 5347->5348 5349 squared_error = -0.0 samples = 1 value = 1174.85 5347->5349 5352 Last <= 0.424 squared_error = 1.794 samples = 7 value = 1175.621 5351->5352 5365 Last <= 0.424 squared_error = 5.188 samples = 6 value = 1180.067 5351->5365 5353 Open <= 0.422 squared_error = 0.808 samples = 6 value = 1176.05 5352->5353 5364 squared_error = -0.0 samples = 1 value = 1173.05 5352->5364 5354 squared_error = 0.0 samples = 1 value = 1177.65 5353->5354 5355 Low <= 0.422 squared_error = 0.355 samples = 5 value = 1175.73 5353->5355 5356 VWAP <= 0.421 squared_error = 0.002 samples = 2 value = 1176.4 5355->5356 5359 Last <= 0.423 squared_error = 0.091 samples = 3 value = 1175.283 5355->5359 5357 squared_error = 0.0 samples = 1 value = 1176.35 5356->5357 5358 squared_error = -0.0 samples = 1 value = 1176.45 5356->5358 5360 Volume_lag_1d <= 0.013 squared_error = 0.006 samples = 2 value = 1175.075 5359->5360 5363 squared_error = -0.0 samples = 1 value = 1175.7 5359->5363 5361 squared_error = 0.0 samples = 1 value = 1175.0 5360->5361 5362 squared_error = -0.0 samples = 1 value = 1175.15 5360->5362 5366 Last <= 0.422 squared_error = 2.021 samples = 4 value = 1178.725 5365->5366 5373 Open <= 0.429 squared_error = 0.723 samples = 2 value = 1182.75 5365->5373 5367 squared_error = 0.0 samples = 1 value = 1176.4 5366->5367 5368 Last <= 0.423 squared_error = 0.292 samples = 3 value = 1179.5 5366->5368 5369 Last <= 0.423 squared_error = 0.016 samples = 2 value = 1179.875 5368->5369 5372 squared_error = 0.0 samples = 1 value = 1178.75 5368->5372 5370 squared_error = 0.0 samples = 1 value = 1180.0 5369->5370 5371 squared_error = 0.0 samples = 1 value = 1179.75 5369->5371 5374 squared_error = 0.0 samples = 1 value = 1181.9 5373->5374 5375 squared_error = 0.0 samples = 1 value = 1183.6 5373->5375 5377 Last <= 0.53 squared_error = 28297.958 samples = 752 value = 1410.96 5376->5377 6868 Last <= 0.806 squared_error = 42155.653 samples = 720 value = 2091.282 5376->6868 5378 Last <= 0.48 squared_error = 5764.784 samples = 434 value = 1286.626 5377->5378 6237 Last <= 0.594 squared_error = 9158.441 samples = 318 value = 1580.649 5377->6237 5379 Last <= 0.452 squared_error = 1350.156 samples = 305 value = 1242.84 5378->5379 5980 Last <= 0.511 squared_error = 952.015 samples = 129 value = 1390.152 5378->5980 5380 Last <= 0.439 squared_error = 432.835 samples = 171 value = 1215.755 5379->5380 5717 Last <= 0.465 squared_error = 389.886 samples = 134 value = 1277.404 5379->5717 5381 Last <= 0.43 squared_error = 104.474 samples = 83 value = 1196.81 5380->5381 5544 Last <= 0.445 squared_error = 84.771 samples = 88 value = 1233.623 5380->5544 5382 Last <= 0.428 squared_error = 36.373 samples = 36 value = 1187.714 5381->5382 5453 Last <= 0.433 squared_error = 44.714 samples = 47 value = 1203.778 5381->5453 5383 Last <= 0.425 squared_error = 8.826 samples = 23 value = 1184.23 5382->5383 5428 High <= 0.43 squared_error = 25.658 samples = 13 value = 1193.877 5382->5428 5384 Open <= 0.436 squared_error = 8.519 samples = 11 value = 1182.686 5383->5384 5405 Volume_lag_1d <= 0.106 squared_error = 4.918 samples = 12 value = 1185.646 5383->5405 5385 Last <= 0.424 squared_error = 2.53 samples = 10 value = 1183.475 5384->5385 5404 squared_error = 0.0 samples = 1 value = 1174.8 5384->5404 5386 Open <= 0.408 squared_error = 1.323 samples = 2 value = 1185.65 5385->5386 5389 Volume_lag_1d <= 0.011 squared_error = 1.353 samples = 8 value = 1182.931 5385->5389 5387 squared_error = 0.0 samples = 1 value = 1184.5 5386->5387 5388 squared_error = -0.0 samples = 1 value = 1186.8 5386->5388 5390 Open <= 0.43 squared_error = 0.051 samples = 3 value = 1181.883 5389->5390 5395 Open <= 0.422 squared_error = 1.08 samples = 5 value = 1183.56 5389->5395 5391 Open <= 0.425 squared_error = 0.016 samples = 2 value = 1182.025 5390->5391 5394 squared_error = 0.0 samples = 1 value = 1181.6 5390->5394 5392 squared_error = 0.0 samples = 1 value = 1181.9 5391->5392 5393 squared_error = 0.0 samples = 1 value = 1182.15 5391->5393 5396 squared_error = 0.0 samples = 1 value = 1181.8 5395->5396 5397 VWAP <= 0.426 squared_error = 0.383 samples = 4 value = 1184.0 5395->5397 5398 VWAP <= 0.424 squared_error = 0.022 samples = 2 value = 1183.4 5397->5398 5401 VWAP <= 0.427 squared_error = 0.023 samples = 2 value = 1184.6 5397->5401 5399 squared_error = 0.0 samples = 1 value = 1183.25 5398->5399 5400 squared_error = -0.0 samples = 1 value = 1183.55 5398->5400 5402 squared_error = 0.0 samples = 1 value = 1184.45 5401->5402 5403 squared_error = 0.0 samples = 1 value = 1184.75 5401->5403 5406 High <= 0.424 squared_error = 1.74 samples = 11 value = 1186.195 5405->5406 5427 squared_error = -0.0 samples = 1 value = 1179.6 5405->5427 5407 Last <= 0.426 squared_error = 0.381 samples = 6 value = 1185.275 5406->5407 5418 Open <= 0.423 squared_error = 1.135 samples = 5 value = 1187.3 5406->5418 5408 Prev Close <= 0.419 squared_error = 0.231 samples = 4 value = 1184.975 5407->5408 5415 Open <= 0.424 squared_error = 0.141 samples = 2 value = 1185.875 5407->5415 5409 squared_error = 0.0 samples = 1 value = 1185.65 5408->5409 5410 High <= 0.422 squared_error = 0.105 samples = 3 value = 1184.75 5408->5410 5411 squared_error = 0.0 samples = 1 value = 1185.2 5410->5411 5412 Low <= 0.423 squared_error = 0.006 samples = 2 value = 1184.525 5410->5412 5413 squared_error = 0.0 samples = 1 value = 1184.6 5412->5413 5414 squared_error = -0.0 samples = 1 value = 1184.45 5412->5414 5416 squared_error = 0.0 samples = 1 value = 1186.25 5415->5416 5417 squared_error = 0.0 samples = 1 value = 1185.5 5415->5417 5419 squared_error = 0.0 samples = 1 value = 1189.3 5418->5419 5420 VWAP <= 0.426 squared_error = 0.169 samples = 4 value = 1186.8 5418->5420 5421 squared_error = 0.0 samples = 1 value = 1186.2 5420->5421 5422 Last <= 0.426 squared_error = 0.065 samples = 3 value = 1187.0 5420->5422 5423 Low <= 0.427 squared_error = 0.006 samples = 2 value = 1186.825 5422->5423 5426 squared_error = 0.0 samples = 1 value = 1187.35 5422->5426 5424 squared_error = 0.0 samples = 1 value = 1186.75 5423->5424 5425 squared_error = 0.0 samples = 1 value = 1186.9 5423->5425 5429 Volume_lag_1d <= 0.012 squared_error = 12.782 samples = 8 value = 1191.012 5428->5429 5444 Volume_lag_1d <= 0.014 squared_error = 12.127 samples = 5 value = 1198.46 5428->5444 5430 Prev Close <= 0.423 squared_error = 4.707 samples = 3 value = 1187.983 5429->5430 5435 High <= 0.429 squared_error = 8.818 samples = 5 value = 1192.83 5429->5435 5431 squared_error = 0.0 samples = 1 value = 1184.95 5430->5431 5432 Open <= 0.43 squared_error = 0.16 samples = 2 value = 1189.5 5430->5432 5433 squared_error = 0.0 samples = 1 value = 1189.1 5432->5433 5434 squared_error = 0.0 samples = 1 value = 1189.9 5432->5434 5436 High <= 0.428 squared_error = 1.117 samples = 4 value = 1194.238 5435->5436 5443 squared_error = -0.0 samples = 1 value = 1187.2 5435->5443 5437 Volume_lag_1d <= 0.033 squared_error = 0.181 samples = 2 value = 1193.225 5436->5437 5440 Prev Close <= 0.419 squared_error = 0.002 samples = 2 value = 1195.25 5436->5440 5438 squared_error = 0.0 samples = 1 value = 1193.65 5437->5438 5439 squared_error = 0.0 samples = 1 value = 1192.8 5437->5439 5441 squared_error = 0.0 samples = 1 value = 1195.3 5440->5441 5442 squared_error = 0.0 samples = 1 value = 1195.2 5440->5442 5445 High <= 0.432 squared_error = 1.96 samples = 2 value = 1202.0 5444->5445 5448 Prev Close <= 0.437 squared_error = 4.982 samples = 3 value = 1196.1 5444->5448 5446 squared_error = 0.0 samples = 1 value = 1200.6 5445->5446 5447 squared_error = -0.0 samples = 1 value = 1203.4 5445->5447 5449 Open <= 0.422 squared_error = 2.403 samples = 2 value = 1194.8 5448->5449 5452 squared_error = -0.0 samples = 1 value = 1198.7 5448->5452 5450 squared_error = 0.0 samples = 1 value = 1196.35 5449->5450 5451 squared_error = 0.0 samples = 1 value = 1193.25 5449->5451 5454 Last <= 0.432 squared_error = 2.623 samples = 22 value = 1198.711 5453->5454 5497 Volume_lag_1d <= 0.007 squared_error = 39.29 samples = 25 value = 1208.236 5453->5497 5455 Prev Close <= 0.424 squared_error = 2.197 samples = 13 value = 1197.862 5454->5455 5480 Prev Close <= 0.416 squared_error = 0.689 samples = 9 value = 1199.939 5454->5480 5456 Low <= 0.429 squared_error = 0.002 samples = 2 value = 1199.55 5455->5456 5459 Prev Close <= 0.43 squared_error = 1.983 samples = 11 value = 1197.555 5455->5459 5457 squared_error = 0.0 samples = 1 value = 1199.6 5456->5457 5458 squared_error = 0.0 samples = 1 value = 1199.5 5456->5458 5460 Volume_lag_1d <= 0.011 squared_error = 0.896 samples = 3 value = 1195.783 5459->5460 5465 Open <= 0.429 squared_error = 0.774 samples = 8 value = 1198.219 5459->5465 5461 Low <= 0.418 squared_error = 0.01 samples = 2 value = 1196.45 5460->5461 5464 squared_error = 0.0 samples = 1 value = 1194.45 5460->5464 5462 squared_error = 0.0 samples = 1 value = 1196.55 5461->5462 5463 squared_error = 0.0 samples = 1 value = 1196.35 5461->5463 5466 squared_error = 0.0 samples = 1 value = 1200.05 5465->5466 5467 High <= 0.434 squared_error = 0.337 samples = 7 value = 1197.957 5465->5467 5468 Last <= 0.431 squared_error = 0.209 samples = 5 value = 1197.69 5467->5468 5477 Prev Close <= 0.434 squared_error = 0.031 samples = 2 value = 1198.625 5467->5477 5469 Last <= 0.431 squared_error = 0.006 samples = 2 value = 1197.175 5468->5469 5472 High <= 0.428 squared_error = 0.051 samples = 3 value = 1198.033 5468->5472 5470 squared_error = 0.0 samples = 1 value = 1197.25 5469->5470 5471 squared_error = 0.0 samples = 1 value = 1197.1 5469->5471 5473 squared_error = 0.0 samples = 1 value = 1197.75 5472->5473 5474 Prev Close <= 0.431 squared_error = 0.016 samples = 2 value = 1198.175 5472->5474 5475 squared_error = 0.0 samples = 1 value = 1198.05 5474->5475 5476 squared_error = 0.0 samples = 1 value = 1198.3 5474->5476 5478 squared_error = 0.0 samples = 1 value = 1198.8 5477->5478 5479 squared_error = 0.0 samples = 1 value = 1198.45 5477->5479 5481 squared_error = 0.0 samples = 1 value = 1201.45 5480->5481 5482 Low <= 0.431 squared_error = 0.454 samples = 8 value = 1199.75 5480->5482 5483 Prev Close <= 0.431 squared_error = 0.117 samples = 5 value = 1199.29 5482->5483 5492 VWAP <= 0.432 squared_error = 0.074 samples = 3 value = 1200.517 5482->5492 5484 Low <= 0.427 squared_error = 0.023 samples = 2 value = 1199.6 5483->5484 5487 Last <= 0.432 squared_error = 0.074 samples = 3 value = 1199.083 5483->5487 5485 squared_error = 0.0 samples = 1 value = 1199.45 5484->5485 5486 squared_error = 0.0 samples = 1 value = 1199.75 5484->5486 5488 squared_error = 0.0 samples = 1 value = 1198.7 5487->5488 5489 High <= 0.434 squared_error = 0.001 samples = 2 value = 1199.275 5487->5489 5490 squared_error = 0.0 samples = 1 value = 1199.25 5489->5490 5491 squared_error = -0.0 samples = 1 value = 1199.3 5489->5491 5493 Volume_lag_1d <= 0.049 squared_error = 0.001 samples = 2 value = 1200.325 5492->5493 5496 squared_error = 0.0 samples = 1 value = 1200.9 5492->5496 5494 squared_error = 0.0 samples = 1 value = 1200.35 5493->5494 5495 squared_error = 0.0 samples = 1 value = 1200.3 5493->5495 5498 Last <= 0.435 squared_error = 31.056 samples = 3 value = 1218.167 5497->5498 5503 Last <= 0.435 squared_error = 25.131 samples = 22 value = 1206.882 5497->5503 5499 squared_error = 0.0 samples = 1 value = 1226.0 5498->5499 5500 Open <= 0.443 squared_error = 0.562 samples = 2 value = 1214.25 5498->5500 5501 squared_error = 0.0 samples = 1 value = 1213.5 5500->5501 5502 squared_error = 0.0 samples = 1 value = 1215.0 5500->5502 5504 Low <= 0.434 squared_error = 5.057 samples = 9 value = 1202.189 5503->5504 5519 Last <= 0.437 squared_error = 13.226 samples = 13 value = 1210.131 5503->5519 5505 VWAP <= 0.429 squared_error = 2.715 samples = 7 value = 1201.3 5504->5505 5516 Low <= 0.435 squared_error = 0.81 samples = 2 value = 1205.3 5504->5516 5506 Prev Close <= 0.404 squared_error = 0.016 samples = 2 value = 1199.475 5505->5506 5509 Prev Close <= 0.437 squared_error = 1.93 samples = 5 value = 1202.03 5505->5509 5507 squared_error = 0.0 samples = 1 value = 1199.6 5506->5507 5508 squared_error = 0.0 samples = 1 value = 1199.35 5506->5508 5510 VWAP <= 0.432 squared_error = 0.436 samples = 3 value = 1203.083 5509->5510 5513 High <= 0.447 squared_error = 0.01 samples = 2 value = 1200.45 5509->5513 5511 squared_error = 0.0 samples = 1 value = 1202.15 5510->5511 5512 squared_error = -0.0 samples = 2 value = 1203.55 5510->5512 5514 squared_error = 0.0 samples = 1 value = 1200.55 5513->5514 5515 squared_error = 0.0 samples = 1 value = 1200.35 5513->5515 5517 squared_error = 0.0 samples = 1 value = 1204.4 5516->5517 5518 squared_error = -0.0 samples = 1 value = 1206.2 5516->5518 5520 High <= 0.448 squared_error = 11.2 samples = 8 value = 1208.312 5519->5520 5535 Volume_lag_1d <= 0.069 squared_error = 2.715 samples = 5 value = 1213.04 5519->5535 5521 VWAP <= 0.429 squared_error = 7.748 samples = 7 value = 1209.107 5520->5521 5534 squared_error = 0.0 samples = 1 value = 1202.75 5520->5534 5522 Open <= 0.416 squared_error = 1.266 samples = 2 value = 1205.725 5521->5522 5525 Prev Close <= 0.42 squared_error = 3.935 samples = 5 value = 1210.46 5521->5525 5523 squared_error = 0.0 samples = 1 value = 1204.6 5522->5523 5524 squared_error = 0.0 samples = 1 value = 1206.85 5522->5524 5526 squared_error = 0.0 samples = 1 value = 1213.65 5525->5526 5527 Prev Close <= 0.434 squared_error = 1.739 samples = 4 value = 1209.663 5525->5527 5528 squared_error = 0.0 samples = 1 value = 1207.7 5527->5528 5529 Volume_lag_1d <= 0.034 squared_error = 0.607 samples = 3 value = 1210.317 5527->5529 5530 squared_error = 0.0 samples = 1 value = 1211.4 5529->5530 5531 Open <= 0.439 squared_error = 0.031 samples = 2 value = 1209.775 5529->5531 5532 squared_error = 0.0 samples = 1 value = 1209.95 5531->5532 5533 squared_error = -0.0 samples = 1 value = 1209.6 5531->5533 5536 Volume_lag_1d <= 0.058 squared_error = 0.704 samples = 3 value = 1214.267 5535->5536 5541 High <= 0.439 squared_error = 0.09 samples = 2 value = 1211.2 5535->5541 5537 Last <= 0.439 squared_error = 0.203 samples = 2 value = 1214.8 5536->5537 5540 squared_error = -0.0 samples = 1 value = 1213.2 5536->5540 5538 squared_error = 0.0 samples = 1 value = 1214.35 5537->5538 5539 squared_error = 0.0 samples = 1 value = 1215.25 5537->5539 5542 squared_error = 0.0 samples = 1 value = 1211.5 5541->5542 5543 squared_error = 0.0 samples = 1 value = 1210.9 5541->5543 5545 Last <= 0.441 squared_error = 32.059 samples = 33 value = 1223.817 5544->5545 5608 Last <= 0.447 squared_error = 24.085 samples = 55 value = 1239.506 5544->5608 5546 Prev Close <= 0.439 squared_error = 4.979 samples = 11 value = 1217.495 5545->5546 5567 Last <= 0.443 squared_error = 15.63 samples = 22 value = 1226.977 5545->5567 5547 Prev Close <= 0.436 squared_error = 0.106 samples = 2 value = 1213.575 5546->5547 5550 Last <= 0.44 squared_error = 1.887 samples = 9 value = 1218.367 5546->5550 5548 squared_error = 0.0 samples = 1 value = 1213.9 5547->5548 5549 squared_error = -0.0 samples = 1 value = 1213.25 5547->5549 5551 Volume_lag_1d <= 0.032 squared_error = 0.038 samples = 5 value = 1217.3 5550->5551 5560 Low <= 0.441 squared_error = 0.999 samples = 4 value = 1219.7 5550->5560 5552 Prev Close <= 0.445 squared_error = 0.029 samples = 3 value = 1217.417 5551->5552 5557 VWAP <= 0.44 squared_error = 0.001 samples = 2 value = 1217.125 5551->5557 5553 squared_error = 0.0 samples = 1 value = 1217.65 5552->5553 5554 Low <= 0.436 squared_error = 0.003 samples = 2 value = 1217.3 5552->5554 5555 squared_error = 0.0 samples = 1 value = 1217.25 5554->5555 5556 squared_error = 0.0 samples = 1 value = 1217.35 5554->5556 5558 squared_error = 0.0 samples = 1 value = 1217.1 5557->5558 5559 squared_error = -0.0 samples = 1 value = 1217.15 5557->5559 5561 Prev Close <= 0.441 squared_error = 0.302 samples = 2 value = 1220.55 5560->5561 5564 Open <= 0.447 squared_error = 0.25 samples = 2 value = 1218.85 5560->5564 5562 squared_error = 0.0 samples = 1 value = 1220.0 5561->5562 5563 squared_error = 0.0 samples = 1 value = 1221.1 5561->5563 5565 squared_error = 0.0 samples = 1 value = 1218.35 5564->5565 5566 squared_error = 0.0 samples = 1 value = 1219.35 5564->5566 5568 Last <= 0.443 squared_error = 18.751 samples = 8 value = 1223.819 5567->5568 5583 Volume_lag_1d <= 0.009 squared_error = 4.889 samples = 14 value = 1228.782 5567->5583 5569 Volume_lag_1d <= 0.061 squared_error = 2.671 samples = 7 value = 1225.35 5568->5569 5582 squared_error = -0.0 samples = 1 value = 1213.1 5568->5582 5570 Prev Close <= 0.443 squared_error = 0.162 samples = 4 value = 1226.725 5569->5570 5577 Volume_lag_1d <= 0.077 squared_error = 0.136 samples = 3 value = 1223.517 5569->5577 5571 VWAP <= 0.441 squared_error = 0.003 samples = 2 value = 1226.35 5570->5571 5574 Volume_lag_1d <= 0.011 squared_error = 0.04 samples = 2 value = 1227.1 5570->5574 5572 squared_error = 0.0 samples = 1 value = 1226.4 5571->5572 5573 squared_error = 0.0 samples = 1 value = 1226.3 5571->5573 5575 squared_error = 0.0 samples = 1 value = 1226.9 5574->5575 5576 squared_error = 0.0 samples = 1 value = 1227.3 5574->5576 5578 squared_error = 0.0 samples = 1 value = 1223.05 5577->5578 5579 Volume_lag_1d <= 0.152 squared_error = 0.04 samples = 2 value = 1223.75 5577->5579 5580 squared_error = 0.0 samples = 1 value = 1223.55 5579->5580 5581 squared_error = 0.0 samples = 1 value = 1223.95 5579->5581 5584 Low <= 0.438 squared_error = 0.612 samples = 3 value = 1231.6 5583->5584 5589 VWAP <= 0.426 squared_error = 3.3 samples = 11 value = 1228.014 5583->5589 5585 High <= 0.442 squared_error = 0.01 samples = 2 value = 1231.05 5584->5585 5588 squared_error = 0.0 samples = 1 value = 1232.7 5584->5588 5586 squared_error = 0.0 samples = 1 value = 1231.15 5585->5586 5587 squared_error = -0.0 samples = 1 value = 1230.95 5585->5587 5590 squared_error = 0.0 samples = 1 value = 1223.75 5589->5590 5591 High <= 0.445 squared_error = 1.63 samples = 10 value = 1228.44 5589->5591 5592 Last <= 0.444 squared_error = 0.85 samples = 7 value = 1227.814 5591->5592 5605 Last <= 0.444 squared_error = 0.405 samples = 3 value = 1229.9 5591->5605 5593 Open <= 0.446 squared_error = 0.372 samples = 3 value = 1226.9 5592->5593 5598 Open <= 0.436 squared_error = 0.111 samples = 4 value = 1228.5 5592->5598 5594 High <= 0.442 squared_error = 0.016 samples = 2 value = 1227.325 5593->5594 5597 squared_error = -0.0 samples = 1 value = 1226.05 5593->5597 5595 squared_error = 0.0 samples = 1 value = 1227.2 5594->5595 5596 squared_error = 0.0 samples = 1 value = 1227.45 5594->5596 5599 squared_error = 0.0 samples = 1 value = 1228.15 5598->5599 5600 Volume_lag_1d <= 0.036 squared_error = 0.094 samples = 3 value = 1228.617 5598->5600 5601 Prev Close <= 0.444 squared_error = 0.031 samples = 2 value = 1228.425 5600->5601 5604 squared_error = 0.0 samples = 1 value = 1229.0 5600->5604 5602 squared_error = 0.0 samples = 1 value = 1228.25 5601->5602 5603 squared_error = 0.0 samples = 1 value = 1228.6 5601->5603 5606 squared_error = 0.0 samples = 1 value = 1229.0 5605->5606 5607 squared_error = -0.0 samples = 2 value = 1230.35 5605->5607 5609 Prev Close <= 0.462 squared_error = 10.826 samples = 16 value = 1234.603 5608->5609 5640 Last <= 0.45 squared_error = 15.615 samples = 39 value = 1241.518 5608->5640 5610 Last <= 0.446 squared_error = 4.441 samples = 15 value = 1233.937 5609->5610 5639 squared_error = 0.0 samples = 1 value = 1244.6 5609->5639 5611 Last <= 0.446 squared_error = 1.516 samples = 5 value = 1231.69 5610->5611 5620 VWAP <= 0.444 squared_error = 2.118 samples = 10 value = 1235.06 5610->5620 5612 Low <= 0.445 squared_error = 0.222 samples = 3 value = 1232.65 5611->5612 5617 Prev Close <= 0.441 squared_error = 0.002 samples = 2 value = 1230.25 5611->5617 5613 High <= 0.451 squared_error = 0.016 samples = 2 value = 1232.325 5612->5613 5616 squared_error = -0.0 samples = 1 value = 1233.3 5612->5616 5614 squared_error = 0.0 samples = 1 value = 1232.2 5613->5614 5615 squared_error = 0.0 samples = 1 value = 1232.45 5613->5615 5618 squared_error = 0.0 samples = 1 value = 1230.3 5617->5618 5619 squared_error = 0.0 samples = 1 value = 1230.2 5617->5619 5621 Open <= 0.445 squared_error = 0.185 samples = 3 value = 1233.05 5620->5621 5626 VWAP <= 0.445 squared_error = 0.473 samples = 7 value = 1235.921 5620->5626 5622 Volume_lag_1d <= 0.136 squared_error = 0.051 samples = 2 value = 1233.325 5621->5622 5625 squared_error = 0.0 samples = 1 value = 1232.5 5621->5625 5623 squared_error = 0.0 samples = 1 value = 1233.1 5622->5623 5624 squared_error = 0.0 samples = 1 value = 1233.55 5622->5624 5627 High <= 0.444 squared_error = 0.002 samples = 2 value = 1234.95 5626->5627 5630 Last <= 0.447 squared_error = 0.133 samples = 5 value = 1236.31 5626->5630 5628 squared_error = 0.0 samples = 1 value = 1234.9 5627->5628 5629 squared_error = 0.0 samples = 1 value = 1235.0 5627->5629 5631 squared_error = 0.0 samples = 1 value = 1236.95 5630->5631 5632 Volume_lag_1d <= 0.031 squared_error = 0.039 samples = 4 value = 1236.15 5630->5632 5633 Low <= 0.449 squared_error = 0.001 samples = 2 value = 1236.325 5632->5633 5636 Open <= 0.447 squared_error = 0.016 samples = 2 value = 1235.975 5632->5636 5634 squared_error = 0.0 samples = 1 value = 1236.35 5633->5634 5635 squared_error = 0.0 samples = 1 value = 1236.3 5633->5635 5637 squared_error = 0.0 samples = 1 value = 1235.85 5636->5637 5638 squared_error = -0.0 samples = 1 value = 1236.1 5636->5638 5641 Low <= 0.419 squared_error = 14.459 samples = 22 value = 1239.664 5640->5641 5684 Prev Close <= 0.438 squared_error = 6.902 samples = 17 value = 1243.918 5640->5684 5642 squared_error = 0.0 samples = 1 value = 1229.7 5641->5642 5643 Open <= 0.457 squared_error = 10.195 samples = 21 value = 1240.138 5641->5643 5644 High <= 0.456 squared_error = 6.703 samples = 19 value = 1240.797 5643->5644 5681 VWAP <= 0.454 squared_error = 0.016 samples = 2 value = 1233.875 5643->5681 5645 Last <= 0.448 squared_error = 2.977 samples = 17 value = 1240.135 5644->5645 5678 Prev Close <= 0.446 squared_error = 2.976 samples = 2 value = 1246.425 5644->5678 5646 Low <= 0.449 squared_error = 0.272 samples = 3 value = 1237.55 5645->5646 5651 VWAP <= 0.451 squared_error = 1.818 samples = 14 value = 1240.689 5645->5651 5647 squared_error = 0.0 samples = 1 value = 1236.85 5646->5647 5648 VWAP <= 0.448 squared_error = 0.04 samples = 2 value = 1237.9 5646->5648 5649 squared_error = 0.0 samples = 1 value = 1237.7 5648->5649 5650 squared_error = -0.0 samples = 1 value = 1238.1 5648->5650 5652 High <= 0.446 squared_error = 0.972 samples = 11 value = 1240.227 5651->5652 5673 Last <= 0.449 squared_error = 1.267 samples = 3 value = 1242.383 5651->5673 5653 High <= 0.446 squared_error = 0.325 samples = 5 value = 1239.54 5652->5653 5662 VWAP <= 0.449 squared_error = 0.789 samples = 6 value = 1240.8 5652->5662 5654 Last <= 0.45 squared_error = 0.016 samples = 2 value = 1240.175 5653->5654 5657 High <= 0.446 squared_error = 0.084 samples = 3 value = 1239.117 5653->5657 5655 squared_error = 0.0 samples = 1 value = 1240.3 5654->5655 5656 squared_error = 0.0 samples = 1 value = 1240.05 5654->5656 5658 squared_error = 0.0 samples = 1 value = 1239.5 5657->5658 5659 Last <= 0.449 squared_error = 0.016 samples = 2 value = 1238.925 5657->5659 5660 squared_error = 0.0 samples = 1 value = 1238.8 5659->5660 5661 squared_error = 0.0 samples = 1 value = 1239.05 5659->5661 5663 VWAP <= 0.448 squared_error = 0.16 samples = 2 value = 1241.8 5662->5663 5666 Open <= 0.454 squared_error = 0.354 samples = 4 value = 1240.3 5662->5666 5664 squared_error = 0.0 samples = 1 value = 1242.2 5663->5664 5665 squared_error = -0.0 samples = 1 value = 1241.4 5663->5665 5667 Prev Close <= 0.45 squared_error = 0.027 samples = 3 value = 1240.633 5666->5667 5672 squared_error = -0.0 samples = 1 value = 1239.3 5666->5672 5668 Low <= 0.45 squared_error = 0.006 samples = 2 value = 1240.525 5667->5668 5671 squared_error = 0.0 samples = 1 value = 1240.85 5667->5671 5669 squared_error = 0.0 samples = 1 value = 1240.45 5668->5669 5670 squared_error = -0.0 samples = 1 value = 1240.6 5668->5670 5674 squared_error = 0.0 samples = 1 value = 1240.95 5673->5674 5675 Volume_lag_1d <= 0.012 squared_error = 0.36 samples = 2 value = 1243.1 5673->5675 5676 squared_error = 0.0 samples = 1 value = 1242.5 5675->5676 5677 squared_error = 0.0 samples = 1 value = 1243.7 5675->5677 5679 squared_error = 0.0 samples = 1 value = 1248.15 5678->5679 5680 squared_error = -0.0 samples = 1 value = 1244.7 5678->5680 5682 squared_error = 0.0 samples = 1 value = 1234.0 5681->5682 5683 squared_error = 0.0 samples = 1 value = 1233.75 5681->5683 5685 squared_error = 0.0 samples = 1 value = 1238.2 5684->5685 5686 Low <= 0.447 squared_error = 5.163 samples = 16 value = 1244.275 5684->5686 5687 Open <= 0.444 squared_error = 0.967 samples = 3 value = 1247.517 5686->5687 5692 Volume_lag_1d <= 0.014 squared_error = 3.146 samples = 13 value = 1243.527 5686->5692 5688 squared_error = 0.0 samples = 1 value = 1248.9 5687->5688 5689 Volume_lag_1d <= 0.075 squared_error = 0.016 samples = 2 value = 1246.825 5687->5689 5690 squared_error = 0.0 samples = 1 value = 1246.95 5689->5690 5691 squared_error = 0.0 samples = 1 value = 1246.7 5689->5691 5693 High <= 0.453 squared_error = 2.22 samples = 3 value = 1241.4 5692->5693 5698 VWAP <= 0.452 squared_error = 1.66 samples = 10 value = 1244.165 5692->5698 5694 Low <= 0.449 squared_error = 0.023 samples = 2 value = 1242.45 5693->5694 5697 squared_error = -0.0 samples = 1 value = 1239.3 5693->5697 5695 squared_error = 0.0 samples = 1 value = 1242.3 5694->5695 5696 squared_error = 0.0 samples = 1 value = 1242.6 5694->5696 5699 Prev Close <= 0.448 squared_error = 1.201 samples = 8 value = 1243.75 5698->5699 5714 Volume_lag_1d <= 0.06 squared_error = 0.051 samples = 2 value = 1245.825 5698->5714 5700 VWAP <= 0.448 squared_error = 1.637 samples = 3 value = 1242.917 5699->5700 5705 Low <= 0.452 squared_error = 0.273 samples = 5 value = 1244.25 5699->5705 5701 squared_error = 0.0 samples = 1 value = 1244.65 5700->5701 5702 Low <= 0.45 squared_error = 0.202 samples = 2 value = 1242.05 5700->5702 5703 squared_error = 0.0 samples = 1 value = 1241.6 5702->5703 5704 squared_error = -0.0 samples = 1 value = 1242.5 5702->5704 5706 Volume_lag_1d <= 0.101 squared_error = 0.059 samples = 4 value = 1244.488 5705->5706 5713 squared_error = 0.0 samples = 1 value = 1243.3 5705->5713 5707 Last <= 0.451 squared_error = 0.023 samples = 2 value = 1244.7 5706->5707 5710 VWAP <= 0.45 squared_error = 0.006 samples = 2 value = 1244.275 5706->5710 5708 squared_error = 0.0 samples = 1 value = 1244.85 5707->5708 5709 squared_error = 0.0 samples = 1 value = 1244.55 5707->5709 5711 squared_error = 0.0 samples = 1 value = 1244.35 5710->5711 5712 squared_error = -0.0 samples = 1 value = 1244.2 5710->5712 5715 squared_error = 0.0 samples = 1 value = 1245.6 5714->5715 5716 squared_error = 0.0 samples = 1 value = 1246.05 5714->5716 5718 Last <= 0.458 squared_error = 78.499 samples = 64 value = 1259.588 5717->5718 5841 Last <= 0.472 squared_error = 118.989 samples = 70 value = 1293.694 5717->5841 5719 Last <= 0.454 squared_error = 16.416 samples = 37 value = 1253.012 5718->5719 5790 Last <= 0.46 squared_error = 23.136 samples = 27 value = 1268.598 5718->5790 5720 High <= 0.449 squared_error = 4.474 samples = 17 value = 1249.494 5719->5720 5751 Last <= 0.456 squared_error = 7.105 samples = 20 value = 1256.002 5719->5751 5721 Prev Close <= 0.442 squared_error = 1.817 samples = 3 value = 1246.267 5720->5721 5726 Volume_lag_1d <= 0.014 squared_error = 2.333 samples = 14 value = 1250.186 5720->5726 5722 squared_error = 0.0 samples = 1 value = 1247.95 5721->5722 5723 Low <= 0.45 squared_error = 0.601 samples = 2 value = 1245.425 5721->5723 5724 squared_error = 0.0 samples = 1 value = 1246.2 5723->5724 5725 squared_error = -0.0 samples = 1 value = 1244.65 5723->5725 5727 Volume_lag_1d <= 0.012 squared_error = 2.047 samples = 6 value = 1251.292 5726->5727 5736 Last <= 0.453 squared_error = 0.942 samples = 8 value = 1249.356 5726->5736 5728 Prev Close <= 0.45 squared_error = 0.245 samples = 3 value = 1249.95 5727->5728 5731 High <= 0.452 squared_error = 0.249 samples = 3 value = 1252.633 5727->5731 5729 squared_error = 0.0 samples = 1 value = 1249.25 5728->5729 5730 squared_error = -0.0 samples = 2 value = 1250.3 5728->5730 5732 High <= 0.45 squared_error = 0.04 samples = 2 value = 1252.3 5731->5732 5735 squared_error = -0.0 samples = 1 value = 1253.3 5731->5735 5733 squared_error = 0.0 samples = 1 value = 1252.5 5732->5733 5734 squared_error = 0.0 samples = 1 value = 1252.1 5732->5734 5737 High <= 0.452 squared_error = 0.217 samples = 7 value = 1249.029 5736->5737 5750 squared_error = 0.0 samples = 1 value = 1251.65 5736->5750 5738 Open <= 0.452 squared_error = 0.098 samples = 5 value = 1249.27 5737->5738 5747 VWAP <= 0.454 squared_error = 0.006 samples = 2 value = 1248.425 5737->5747 5739 Low <= 0.449 squared_error = 0.01 samples = 2 value = 1248.9 5738->5739 5742 Prev Close <= 0.451 squared_error = 0.004 samples = 3 value = 1249.517 5738->5742 5740 squared_error = 0.0 samples = 1 value = 1248.8 5739->5740 5741 squared_error = -0.0 samples = 1 value = 1249.0 5739->5741 5743 Low <= 0.453 squared_error = 0.001 samples = 2 value = 1249.475 5742->5743 5746 squared_error = 0.0 samples = 1 value = 1249.6 5742->5746 5744 squared_error = 0.0 samples = 1 value = 1249.45 5743->5744 5745 squared_error = 0.0 samples = 1 value = 1249.5 5743->5745 5748 squared_error = 0.0 samples = 1 value = 1248.35 5747->5748 5749 squared_error = 0.0 samples = 1 value = 1248.5 5747->5749 5752 Volume_lag_1d <= 0.014 squared_error = 4.286 samples = 14 value = 1254.725 5751->5752 5779 Last <= 0.457 squared_error = 0.988 samples = 6 value = 1258.983 5751->5779 5753 High <= 0.45 squared_error = 0.007 samples = 3 value = 1251.333 5752->5753 5758 Last <= 0.454 squared_error = 1.46 samples = 11 value = 1255.65 5752->5758 5754 squared_error = 0.0 samples = 1 value = 1251.45 5753->5754 5755 Prev Close <= 0.444 squared_error = 0.001 samples = 2 value = 1251.275 5753->5755 5756 squared_error = 0.0 samples = 1 value = 1251.3 5755->5756 5757 squared_error = -0.0 samples = 1 value = 1251.25 5755->5757 5759 VWAP <= 0.451 squared_error = 0.252 samples = 3 value = 1254.5 5758->5759 5764 Low <= 0.452 squared_error = 1.231 samples = 8 value = 1256.081 5758->5764 5760 squared_error = 0.0 samples = 1 value = 1253.8 5759->5760 5761 Low <= 0.452 squared_error = 0.01 samples = 2 value = 1254.85 5759->5761 5762 squared_error = 0.0 samples = 1 value = 1254.95 5761->5762 5763 squared_error = 0.0 samples = 1 value = 1254.75 5761->5763 5765 Open <= 0.45 squared_error = 0.111 samples = 3 value = 1257.117 5764->5765 5770 Last <= 0.455 squared_error = 0.874 samples = 5 value = 1255.46 5764->5770 5766 squared_error = 0.0 samples = 1 value = 1256.65 5765->5766 5767 Prev Close <= 0.454 squared_error = 0.002 samples = 2 value = 1257.35 5765->5767 5768 squared_error = 0.0 samples = 1 value = 1257.4 5767->5768 5769 squared_error = 0.0 samples = 1 value = 1257.3 5767->5769 5771 squared_error = 0.0 samples = 1 value = 1257.1 5770->5771 5772 Volume_lag_1d <= 0.029 squared_error = 0.252 samples = 4 value = 1255.05 5770->5772 5773 squared_error = 0.0 samples = 1 value = 1254.3 5772->5773 5774 High <= 0.463 squared_error = 0.087 samples = 3 value = 1255.3 5772->5774 5775 Low <= 0.457 squared_error = 0.01 samples = 2 value = 1255.5 5774->5775 5778 squared_error = 0.0 samples = 1 value = 1254.9 5774->5778 5776 squared_error = 0.0 samples = 1 value = 1255.6 5775->5776 5777 squared_error = 0.0 samples = 1 value = 1255.4 5775->5777 5780 Prev Close <= 0.458 squared_error = 0.292 samples = 4 value = 1258.375 5779->5780 5787 Prev Close <= 0.451 squared_error = 0.16 samples = 2 value = 1260.2 5779->5787 5781 Low <= 0.454 squared_error = 0.087 samples = 3 value = 1258.65 5780->5781 5786 squared_error = -0.0 samples = 1 value = 1257.55 5780->5786 5782 squared_error = 0.0 samples = 1 value = 1259.05 5781->5782 5783 Open <= 0.458 squared_error = 0.01 samples = 2 value = 1258.45 5781->5783 5784 squared_error = 0.0 samples = 1 value = 1258.35 5783->5784 5785 squared_error = 0.0 samples = 1 value = 1258.55 5783->5785 5788 squared_error = 0.0 samples = 1 value = 1260.6 5787->5788 5789 squared_error = 0.0 samples = 1 value = 1259.8 5787->5789 5791 VWAP <= 0.458 squared_error = 2.176 samples = 12 value = 1263.854 5790->5791 5814 Last <= 0.463 squared_error = 7.496 samples = 15 value = 1272.393 5790->5814 5792 Volume_lag_1d <= 0.051 squared_error = 1.102 samples = 7 value = 1262.921 5791->5792 5805 Low <= 0.46 squared_error = 0.756 samples = 5 value = 1265.16 5791->5805 5793 Prev Close <= 0.465 squared_error = 0.151 samples = 4 value = 1262.1 5792->5793 5800 Volume_lag_1d <= 0.063 squared_error = 0.271 samples = 3 value = 1264.017 5792->5800 5794 VWAP <= 0.457 squared_error = 0.014 samples = 3 value = 1261.883 5793->5794 5799 squared_error = 0.0 samples = 1 value = 1262.75 5793->5799 5795 Last <= 0.458 squared_error = 0.0 samples = 2 value = 1261.8 5794->5795 5798 squared_error = -0.0 samples = 1 value = 1262.05 5794->5798 5796 squared_error = 0.0 samples = 1 value = 1261.8 5795->5796 5797 squared_error = 0.0 samples = 1 value = 1261.8 5795->5797 5801 Prev Close <= 0.453 squared_error = 0.003 samples = 2 value = 1263.65 5800->5801 5804 squared_error = 0.0 samples = 1 value = 1264.75 5800->5804 5802 squared_error = 0.0 samples = 1 value = 1263.6 5801->5802 5803 squared_error = -0.0 samples = 1 value = 1263.7 5801->5803 5806 High <= 0.475 squared_error = 0.304 samples = 3 value = 1265.733 5805->5806 5811 High <= 0.46 squared_error = 0.202 samples = 2 value = 1264.3 5805->5811 5807 VWAP <= 0.459 squared_error = 0.106 samples = 2 value = 1266.075 5806->5807 5810 squared_error = 0.0 samples = 1 value = 1265.05 5806->5810 5808 squared_error = 0.0 samples = 1 value = 1265.75 5807->5808 5809 squared_error = -0.0 samples = 1 value = 1266.4 5807->5809 5812 squared_error = 0.0 samples = 1 value = 1263.85 5811->5812 5813 squared_error = 0.0 samples = 1 value = 1264.75 5811->5813 5815 Last <= 0.462 squared_error = 1.376 samples = 7 value = 1269.9 5814->5815 5826 Volume_lag_1d <= 0.033 squared_error = 2.651 samples = 8 value = 1274.575 5814->5826 5816 Volume_lag_1d <= 0.073 squared_error = 0.112 samples = 3 value = 1268.75 5815->5816 5821 Volume_lag_1d <= 0.024 squared_error = 0.589 samples = 4 value = 1270.762 5815->5821 5817 Last <= 0.461 squared_error = 0.016 samples = 2 value = 1268.525 5816->5817 5820 squared_error = 0.0 samples = 1 value = 1269.2 5816->5820 5818 squared_error = 0.0 samples = 1 value = 1268.4 5817->5818 5819 squared_error = -0.0 samples = 1 value = 1268.65 5817->5819 5822 squared_error = 0.0 samples = 1 value = 1269.45 5821->5822 5823 Volume_lag_1d <= 0.056 squared_error = 0.02 samples = 3 value = 1271.2 5821->5823 5824 squared_error = 0.0 samples = 2 value = 1271.1 5823->5824 5825 squared_error = 0.0 samples = 1 value = 1271.4 5823->5825 5827 Prev Close <= 0.468 squared_error = 0.722 samples = 2 value = 1276.65 5826->5827 5830 High <= 0.461 squared_error = 1.38 samples = 6 value = 1273.883 5826->5830 5828 squared_error = 0.0 samples = 1 value = 1275.8 5827->5828 5829 squared_error = -0.0 samples = 1 value = 1277.5 5827->5829 5831 Prev Close <= 0.46 squared_error = 0.002 samples = 3 value = 1275.0 5830->5831 5836 Last <= 0.463 squared_error = 0.264 samples = 3 value = 1272.767 5830->5836 5832 squared_error = 0.0 samples = 1 value = 1274.95 5831->5832 5833 Low <= 0.464 squared_error = 0.001 samples = 2 value = 1275.025 5831->5833 5834 squared_error = 0.0 samples = 1 value = 1275.05 5833->5834 5835 squared_error = -0.0 samples = 1 value = 1275.0 5833->5835 5837 Low <= 0.463 squared_error = 0.062 samples = 2 value = 1273.1 5836->5837 5840 squared_error = -0.0 samples = 1 value = 1272.1 5836->5840 5838 squared_error = 0.0 samples = 1 value = 1273.35 5837->5838 5839 squared_error = 0.0 samples = 1 value = 1272.85 5837->5839 5842 Last <= 0.468 squared_error = 31.971 samples = 39 value = 1285.335 5841->5842 5919 Last <= 0.474 squared_error = 29.937 samples = 31 value = 1304.211 5841->5919 5843 Low <= 0.466 squared_error = 9.475 samples = 18 value = 1280.961 5842->5843 5878 Prev Close <= 0.452 squared_error = 20.805 samples = 21 value = 1289.083 5842->5878 5844 VWAP <= 0.462 squared_error = 6.132 samples = 10 value = 1279.035 5843->5844 5863 Last <= 0.467 squared_error = 3.221 samples = 8 value = 1283.369 5843->5863 5845 Open <= 0.458 squared_error = 0.25 samples = 2 value = 1276.2 5844->5845 5848 VWAP <= 0.464 squared_error = 5.09 samples = 8 value = 1279.744 5844->5848 5846 squared_error = 0.0 samples = 1 value = 1276.7 5845->5846 5847 squared_error = 0.0 samples = 1 value = 1275.7 5845->5847 5849 High <= 0.463 squared_error = 2.616 samples = 6 value = 1280.717 5848->5849 5860 Last <= 0.466 squared_error = 1.156 samples = 2 value = 1276.825 5848->5860 5850 Open <= 0.463 squared_error = 0.309 samples = 3 value = 1279.367 5849->5850 5855 Open <= 0.457 squared_error = 1.277 samples = 3 value = 1282.067 5849->5855 5851 High <= 0.462 squared_error = 0.022 samples = 2 value = 1279.75 5850->5851 5854 squared_error = -0.0 samples = 1 value = 1278.6 5850->5854 5852 squared_error = 0.0 samples = 1 value = 1279.6 5851->5852 5853 squared_error = 0.0 samples = 1 value = 1279.9 5851->5853 5856 squared_error = 0.0 samples = 1 value = 1280.6 5855->5856 5857 Last <= 0.466 squared_error = 0.302 samples = 2 value = 1282.8 5855->5857 5858 squared_error = 0.0 samples = 1 value = 1282.25 5857->5858 5859 squared_error = 0.0 samples = 1 value = 1283.35 5857->5859 5861 squared_error = 0.0 samples = 1 value = 1277.9 5860->5861 5862 squared_error = 0.0 samples = 1 value = 1275.75 5860->5862 5864 VWAP <= 0.465 squared_error = 0.755 samples = 3 value = 1281.75 5863->5864 5869 Volume_lag_1d <= 0.022 squared_error = 2.184 samples = 5 value = 1284.34 5863->5869 5865 squared_error = 0.0 samples = 1 value = 1280.6 5864->5865 5866 Prev Close <= 0.464 squared_error = 0.141 samples = 2 value = 1282.325 5864->5866 5867 squared_error = 0.0 samples = 1 value = 1282.7 5866->5867 5868 squared_error = 0.0 samples = 1 value = 1281.95 5866->5868 5870 VWAP <= 0.466 squared_error = 0.722 samples = 2 value = 1285.8 5869->5870 5873 Low <= 0.466 squared_error = 0.791 samples = 3 value = 1283.367 5869->5873 5871 squared_error = 0.0 samples = 1 value = 1284.95 5870->5871 5872 squared_error = -0.0 samples = 1 value = 1286.65 5870->5872 5874 squared_error = 0.0 samples = 1 value = 1282.15 5873->5874 5875 Low <= 0.466 squared_error = 0.076 samples = 2 value = 1283.975 5873->5875 5876 squared_error = 0.0 samples = 1 value = 1284.25 5875->5876 5877 squared_error = 0.0 samples = 1 value = 1283.7 5875->5877 5879 squared_error = 0.0 samples = 1 value = 1272.6 5878->5879 5880 Last <= 0.469 squared_error = 7.581 samples = 20 value = 1289.908 5878->5880 5881 Open <= 0.466 squared_error = 0.719 samples = 5 value = 1286.32 5880->5881 5890 Last <= 0.47 squared_error = 4.148 samples = 15 value = 1291.103 5880->5890 5882 Open <= 0.465 squared_error = 0.202 samples = 2 value = 1287.2 5881->5882 5885 Low <= 0.468 squared_error = 0.202 samples = 3 value = 1285.733 5881->5885 5883 squared_error = 0.0 samples = 1 value = 1286.75 5882->5883 5884 squared_error = -0.0 samples = 1 value = 1287.65 5882->5884 5886 High <= 0.468 squared_error = 0.003 samples = 2 value = 1286.05 5885->5886 5889 squared_error = 0.0 samples = 1 value = 1285.1 5885->5889 5887 squared_error = 0.0 samples = 1 value = 1286.0 5886->5887 5888 squared_error = 0.0 samples = 1 value = 1286.1 5886->5888 5891 Prev Close <= 0.48 squared_error = 2.18 samples = 10 value = 1290.045 5890->5891 5910 Low <= 0.472 squared_error = 1.363 samples = 5 value = 1293.22 5890->5910 5892 VWAP <= 0.465 squared_error = 0.635 samples = 9 value = 1289.622 5891->5892 5909 squared_error = -0.0 samples = 1 value = 1293.85 5891->5909 5893 squared_error = 0.0 samples = 1 value = 1291.2 5892->5893 5894 Volume_lag_1d <= 0.008 squared_error = 0.364 samples = 8 value = 1289.425 5892->5894 5895 squared_error = 0.0 samples = 1 value = 1290.4 5894->5895 5896 Low <= 0.472 squared_error = 0.261 samples = 7 value = 1289.286 5894->5896 5897 Open <= 0.47 squared_error = 0.16 samples = 6 value = 1289.142 5896->5897 5908 squared_error = 0.0 samples = 1 value = 1290.15 5896->5908 5898 Low <= 0.47 squared_error = 0.004 samples = 3 value = 1289.483 5897->5898 5903 VWAP <= 0.469 squared_error = 0.082 samples = 3 value = 1288.8 5897->5903 5899 Volume_lag_1d <= 0.023 squared_error = 0.001 samples = 2 value = 1289.525 5898->5899 5902 squared_error = 0.0 samples = 1 value = 1289.4 5898->5902 5900 squared_error = 0.0 samples = 1 value = 1289.55 5899->5900 5901 squared_error = -0.0 samples = 1 value = 1289.5 5899->5901 5904 squared_error = 0.0 samples = 1 value = 1288.45 5903->5904 5905 High <= 0.47 squared_error = 0.031 samples = 2 value = 1288.975 5903->5905 5906 squared_error = 0.0 samples = 1 value = 1289.15 5905->5906 5907 squared_error = 0.0 samples = 1 value = 1288.8 5905->5907 5911 Volume_lag_1d <= 0.028 squared_error = 0.415 samples = 4 value = 1292.712 5910->5911 5918 squared_error = 0.0 samples = 1 value = 1295.25 5910->5918 5912 Prev Close <= 0.471 squared_error = 0.09 samples = 2 value = 1293.3 5911->5912 5915 High <= 0.468 squared_error = 0.051 samples = 2 value = 1292.125 5911->5915 5913 squared_error = 0.0 samples = 1 value = 1293.0 5912->5913 5914 squared_error = 0.0 samples = 1 value = 1293.6 5912->5914 5916 squared_error = 0.0 samples = 1 value = 1292.35 5915->5916 5917 squared_error = 0.0 samples = 1 value = 1291.9 5915->5917 5920 Last <= 0.473 squared_error = 4.783 samples = 11 value = 1298.732 5919->5920 5941 Low <= 0.472 squared_error = 18.176 samples = 20 value = 1307.225 5919->5941 5921 High <= 0.471 squared_error = 0.887 samples = 4 value = 1296.488 5920->5921 5928 Low <= 0.473 squared_error = 2.487 samples = 7 value = 1300.014 5920->5928 5922 Volume_lag_1d <= 0.037 squared_error = 0.331 samples = 2 value = 1297.275 5921->5922 5925 High <= 0.472 squared_error = 0.203 samples = 2 value = 1295.7 5921->5925 5923 squared_error = 0.0 samples = 1 value = 1297.85 5922->5923 5924 squared_error = -0.0 samples = 1 value = 1296.7 5922->5924 5926 squared_error = 0.0 samples = 1 value = 1295.25 5925->5926 5927 squared_error = 0.0 samples = 1 value = 1296.15 5925->5927 5929 Volume_lag_1d <= 0.051 squared_error = 0.843 samples = 5 value = 1300.88 5928->5929 5938 Open <= 0.475 squared_error = 0.04 samples = 2 value = 1297.85 5928->5938 5930 Volume_lag_1d <= 0.025 squared_error = 0.331 samples = 4 value = 1300.5 5929->5930 5937 squared_error = 0.0 samples = 1 value = 1302.4 5929->5937 5931 VWAP <= 0.475 squared_error = 0.041 samples = 3 value = 1300.817 5930->5931 5936 squared_error = -0.0 samples = 1 value = 1299.55 5930->5936 5932 High <= 0.476 squared_error = 0.001 samples = 2 value = 1300.675 5931->5932 5935 squared_error = 0.0 samples = 1 value = 1301.1 5931->5935 5933 squared_error = 0.0 samples = 1 value = 1300.65 5932->5933 5934 squared_error = -0.0 samples = 1 value = 1300.7 5932->5934 5939 squared_error = 0.0 samples = 1 value = 1298.05 5938->5939 5940 squared_error = 0.0 samples = 1 value = 1297.65 5938->5940 5942 Last <= 0.479 squared_error = 13.041 samples = 8 value = 1303.762 5941->5942 5957 Volume_lag_1d <= 0.013 squared_error = 8.278 samples = 12 value = 1309.533 5941->5957 5943 Volume_lag_1d <= 0.014 squared_error = 9.436 samples = 7 value = 1302.936 5942->5943 5956 squared_error = 0.0 samples = 1 value = 1309.55 5942->5956 5944 Last <= 0.476 squared_error = 5.439 samples = 4 value = 1301.038 5943->5944 5951 Last <= 0.477 squared_error = 3.554 samples = 3 value = 1305.467 5943->5951 5945 Open <= 0.473 squared_error = 0.003 samples = 2 value = 1303.35 5944->5945 5948 Last <= 0.477 squared_error = 0.181 samples = 2 value = 1298.725 5944->5948 5946 squared_error = 0.0 samples = 1 value = 1303.4 5945->5946 5947 squared_error = 0.0 samples = 1 value = 1303.3 5945->5947 5949 squared_error = 0.0 samples = 1 value = 1298.3 5948->5949 5950 squared_error = 0.0 samples = 1 value = 1299.15 5948->5950 5952 squared_error = 0.0 samples = 1 value = 1303.05 5951->5952 5953 Volume_lag_1d <= 0.061 squared_error = 0.951 samples = 2 value = 1306.675 5951->5953 5954 squared_error = 0.0 samples = 1 value = 1305.7 5953->5954 5955 squared_error = -0.0 samples = 1 value = 1307.65 5953->5955 5958 Volume_lag_1d <= 0.008 squared_error = 5.82 samples = 8 value = 1308.131 5957->5958 5973 Prev Close <= 0.474 squared_error = 1.399 samples = 4 value = 1312.338 5957->5973 5959 Prev Close <= 0.475 squared_error = 0.893 samples = 4 value = 1310.087 5958->5959 5966 Low <= 0.477 squared_error = 3.093 samples = 4 value = 1306.175 5958->5966 5960 squared_error = 0.0 samples = 1 value = 1308.55 5959->5960 5961 Low <= 0.478 squared_error = 0.14 samples = 3 value = 1310.6 5959->5961 5962 Low <= 0.475 squared_error = 0.023 samples = 2 value = 1310.35 5961->5962 5965 squared_error = 0.0 samples = 1 value = 1311.1 5961->5965 5963 squared_error = 0.0 samples = 1 value = 1310.5 5962->5963 5964 squared_error = 0.0 samples = 1 value = 1310.2 5962->5964 5967 High <= 0.474 squared_error = 1.051 samples = 2 value = 1304.625 5966->5967 5970 Volume_lag_1d <= 0.01 squared_error = 0.331 samples = 2 value = 1307.725 5966->5970 5968 squared_error = 0.0 samples = 1 value = 1303.6 5967->5968 5969 squared_error = 0.0 samples = 1 value = 1305.65 5967->5969 5971 squared_error = 0.0 samples = 1 value = 1308.3 5970->5971 5972 squared_error = 0.0 samples = 1 value = 1307.15 5970->5972 5974 Volume_lag_1d <= 0.018 squared_error = 0.051 samples = 2 value = 1311.275 5973->5974 5977 Open <= 0.477 squared_error = 0.49 samples = 2 value = 1313.4 5973->5977 5975 squared_error = 0.0 samples = 1 value = 1311.05 5974->5975 5976 squared_error = -0.0 samples = 1 value = 1311.5 5974->5976 5978 squared_error = 0.0 samples = 1 value = 1312.7 5977->5978 5979 squared_error = -0.0 samples = 1 value = 1314.1 5977->5979 5981 Last <= 0.496 squared_error = 442.25 samples = 54 value = 1360.184 5980->5981 6088 Last <= 0.522 squared_error = 206.915 samples = 75 value = 1411.728 5980->6088 5982 Last <= 0.487 squared_error = 76.215 samples = 18 value = 1332.6 5981->5982 6017 High <= 0.503 squared_error = 54.599 samples = 36 value = 1373.976 5981->6017 5983 High <= 0.481 squared_error = 23.872 samples = 9 value = 1326.106 5982->5983 6000 Last <= 0.495 squared_error = 44.202 samples = 9 value = 1339.094 5982->6000 5984 Prev Close <= 0.475 squared_error = 11.391 samples = 2 value = 1318.825 5983->5984 5987 VWAP <= 0.483 squared_error = 7.966 samples = 7 value = 1328.186 5983->5987 5985 squared_error = 0.0 samples = 1 value = 1315.45 5984->5985 5986 squared_error = 0.0 samples = 1 value = 1322.2 5984->5986 5988 Low <= 0.47 squared_error = 0.903 samples = 2 value = 1325.25 5987->5988 5991 Low <= 0.48 squared_error = 5.965 samples = 5 value = 1329.36 5987->5991 5989 squared_error = 0.0 samples = 1 value = 1324.3 5988->5989 5990 squared_error = 0.0 samples = 1 value = 1326.2 5988->5990 5992 Prev Close <= 0.481 squared_error = 1.051 samples = 2 value = 1332.175 5991->5992 5995 Prev Close <= 0.494 squared_error = 0.437 samples = 3 value = 1327.483 5991->5995 5993 squared_error = 0.0 samples = 1 value = 1333.2 5992->5993 5994 squared_error = -0.0 samples = 1 value = 1331.15 5992->5994 5996 Low <= 0.483 squared_error = 0.002 samples = 2 value = 1327.95 5995->5996 5999 squared_error = 0.0 samples = 1 value = 1326.55 5995->5999 5997 squared_error = 0.0 samples = 1 value = 1328.0 5996->5997 5998 squared_error = 0.0 samples = 1 value = 1327.9 5996->5998 6001 Prev Close <= 0.48 squared_error = 17.903 samples = 7 value = 1336.229 6000->6001 6014 Open <= 0.502 squared_error = 6.891 samples = 2 value = 1349.125 6000->6014 6002 Last <= 0.493 squared_error = 0.855 samples = 3 value = 1340.7 6001->6002 6007 Prev Close <= 0.497 squared_error = 4.448 samples = 4 value = 1332.875 6001->6007 6003 Open <= 0.477 squared_error = 0.202 samples = 2 value = 1340.1 6002->6003 6006 squared_error = 0.0 samples = 1 value = 1341.9 6002->6006 6004 squared_error = 0.0 samples = 1 value = 1339.65 6003->6004 6005 squared_error = 0.0 samples = 1 value = 1340.55 6003->6005 6008 Low <= 0.481 squared_error = 1.591 samples = 3 value = 1331.833 6007->6008 6013 squared_error = 0.0 samples = 1 value = 1336.0 6007->6013 6009 squared_error = 0.0 samples = 1 value = 1330.05 6008->6009 6010 High <= 0.494 squared_error = 0.001 samples = 2 value = 1332.725 6008->6010 6011 squared_error = 0.0 samples = 1 value = 1332.75 6010->6011 6012 squared_error = 0.0 samples = 1 value = 1332.7 6010->6012 6015 squared_error = 0.0 samples = 1 value = 1346.5 6014->6015 6016 squared_error = 0.0 samples = 1 value = 1351.75 6014->6016 6018 Last <= 0.502 squared_error = 95.48 samples = 4 value = 1362.088 6017->6018 6025 Last <= 0.508 squared_error = 29.612 samples = 32 value = 1375.462 6017->6025 6019 Volume_lag_1d <= 0.071 squared_error = 31.36 samples = 2 value = 1353.2 6018->6019 6022 VWAP <= 0.501 squared_error = 1.626 samples = 2 value = 1370.975 6018->6022 6020 squared_error = 0.0 samples = 1 value = 1347.6 6019->6020 6021 squared_error = 0.0 samples = 1 value = 1358.8 6019->6021 6023 squared_error = 0.0 samples = 1 value = 1372.25 6022->6023 6024 squared_error = 0.0 samples = 1 value = 1369.7 6022->6024 6026 Low <= 0.497 squared_error = 16.297 samples = 26 value = 1373.662 6025->6026 6077 Prev Close <= 0.513 squared_error = 12.351 samples = 6 value = 1383.267 6025->6077 6027 Last <= 0.498 squared_error = 6.641 samples = 9 value = 1370.1 6026->6027 6044 Volume_lag_1d <= 0.091 squared_error = 11.139 samples = 17 value = 1375.547 6026->6044 6028 squared_error = 0.0 samples = 1 value = 1363.6 6027->6028 6029 Open <= 0.501 squared_error = 1.53 samples = 8 value = 1370.912 6027->6029 6030 High <= 0.505 squared_error = 0.331 samples = 2 value = 1369.275 6029->6030 6033 High <= 0.51 squared_error = 0.738 samples = 6 value = 1371.458 6029->6033 6031 squared_error = 0.0 samples = 1 value = 1368.7 6030->6031 6032 squared_error = -0.0 samples = 1 value = 1369.85 6030->6032 6034 VWAP <= 0.5 squared_error = 0.36 samples = 2 value = 1372.5 6033->6034 6037 Last <= 0.503 squared_error = 0.113 samples = 4 value = 1370.938 6033->6037 6035 squared_error = 0.0 samples = 1 value = 1373.1 6034->6035 6036 squared_error = -0.0 samples = 1 value = 1371.9 6034->6036 6038 Low <= 0.494 squared_error = 0.034 samples = 3 value = 1370.767 6037->6038 6043 squared_error = 0.0 samples = 1 value = 1371.45 6037->6043 6039 squared_error = 0.0 samples = 1 value = 1371.0 6038->6039 6040 Prev Close <= 0.5 squared_error = 0.01 samples = 2 value = 1370.65 6038->6040 6041 squared_error = 0.0 samples = 1 value = 1370.55 6040->6041 6042 squared_error = -0.0 samples = 1 value = 1370.75 6040->6042 6045 VWAP <= 0.503 squared_error = 4.302 samples = 11 value = 1377.282 6044->6045 6066 Prev Close <= 0.522 squared_error = 8.041 samples = 6 value = 1372.367 6044->6066 6046 VWAP <= 0.502 squared_error = 0.903 samples = 2 value = 1374.75 6045->6046 6049 Open <= 0.519 squared_error = 3.317 samples = 9 value = 1377.844 6045->6049 6047 squared_error = 0.0 samples = 1 value = 1373.8 6046->6047 6048 squared_error = 0.0 samples = 1 value = 1375.7 6046->6048 6050 VWAP <= 0.504 squared_error = 1.543 samples = 5 value = 1379.14 6049->6050 6059 High <= 0.52 squared_error = 0.813 samples = 4 value = 1376.225 6049->6059 6051 squared_error = 0.0 samples = 1 value = 1377.0 6050->6051 6052 Prev Close <= 0.517 squared_error = 0.498 samples = 4 value = 1379.675 6050->6052 6053 Low <= 0.505 squared_error = 0.284 samples = 3 value = 1379.367 6052->6053 6058 squared_error = -0.0 samples = 1 value = 1380.6 6052->6058 6054 Volume_lag_1d <= 0.01 squared_error = 0.022 samples = 2 value = 1379.0 6053->6054 6057 squared_error = 0.0 samples = 1 value = 1380.1 6053->6057 6055 squared_error = 0.0 samples = 1 value = 1378.85 6054->6055 6056 squared_error = 0.0 samples = 1 value = 1379.15 6054->6056 6060 Prev Close <= 0.518 squared_error = 0.001 samples = 2 value = 1375.325 6059->6060 6063 VWAP <= 0.517 squared_error = 0.006 samples = 2 value = 1377.125 6059->6063 6061 squared_error = 0.0 samples = 1 value = 1375.35 6060->6061 6062 squared_error = 0.0 samples = 1 value = 1375.3 6060->6062 6064 squared_error = 0.0 samples = 1 value = 1377.2 6063->6064 6065 squared_error = 0.0 samples = 1 value = 1377.05 6063->6065 6067 Last <= 0.505 squared_error = 2.865 samples = 5 value = 1373.43 6066->6067 6076 squared_error = 0.0 samples = 1 value = 1367.05 6066->6076 6068 Volume_lag_1d <= 0.1 squared_error = 1.007 samples = 4 value = 1372.712 6067->6068 6075 squared_error = 0.0 samples = 1 value = 1376.3 6067->6075 6069 squared_error = 0.0 samples = 1 value = 1374.35 6068->6069 6070 Last <= 0.503 squared_error = 0.151 samples = 3 value = 1372.167 6068->6070 6071 squared_error = 0.0 samples = 1 value = 1372.65 6070->6071 6072 Volume_lag_1d <= 0.143 squared_error = 0.051 samples = 2 value = 1371.925 6070->6072 6073 squared_error = 0.0 samples = 1 value = 1372.15 6072->6073 6074 squared_error = -0.0 samples = 1 value = 1371.7 6072->6074 6078 Open <= 0.508 squared_error = 0.548 samples = 4 value = 1380.962 6077->6078 6085 High <= 0.517 squared_error = 4.101 samples = 2 value = 1387.875 6077->6085 6079 Open <= 0.491 squared_error = 0.203 samples = 2 value = 1380.3 6078->6079 6082 Open <= 0.515 squared_error = 0.016 samples = 2 value = 1381.625 6078->6082 6080 squared_error = 0.0 samples = 1 value = 1379.85 6079->6080 6081 squared_error = 0.0 samples = 1 value = 1380.75 6079->6081 6083 squared_error = 0.0 samples = 1 value = 1381.75 6082->6083 6084 squared_error = 0.0 samples = 1 value = 1381.5 6082->6084 6086 squared_error = 0.0 samples = 1 value = 1385.85 6085->6086 6087 squared_error = 0.0 samples = 1 value = 1389.9 6085->6087 6089 Last <= 0.516 squared_error = 75.536 samples = 46 value = 1402.315 6088->6089 6180 VWAP <= 0.525 squared_error = 51.847 samples = 29 value = 1426.659 6088->6180 6090 Low <= 0.514 squared_error = 31.652 samples = 18 value = 1393.394 6089->6090 6125 High <= 0.514 squared_error = 19.701 samples = 28 value = 1408.05 6089->6125 6091 Low <= 0.508 squared_error = 12.757 samples = 17 value = 1392.321 6090->6091 6124 squared_error = -0.0 samples = 1 value = 1411.65 6090->6124 6092 Low <= 0.507 squared_error = 4.901 samples = 8 value = 1389.806 6091->6092 6107 VWAP <= 0.511 squared_error = 9.126 samples = 9 value = 1394.556 6091->6107 6093 Open <= 0.498 squared_error = 2.712 samples = 7 value = 1390.407 6092->6093 6106 squared_error = -0.0 samples = 1 value = 1385.6 6092->6106 6094 squared_error = 0.0 samples = 1 value = 1393.65 6093->6094 6095 Low <= 0.502 squared_error = 1.12 samples = 6 value = 1389.867 6093->6095 6096 Prev Close <= 0.522 squared_error = 0.09 samples = 2 value = 1388.5 6095->6096 6099 Open <= 0.509 squared_error = 0.234 samples = 4 value = 1390.55 6095->6099 6097 squared_error = 0.0 samples = 1 value = 1388.8 6096->6097 6098 squared_error = 0.0 samples = 1 value = 1388.2 6096->6098 6100 squared_error = 0.0 samples = 1 value = 1391.3 6099->6100 6101 High <= 0.515 squared_error = 0.062 samples = 3 value = 1390.3 6099->6101 6102 Open <= 0.513 squared_error = 0.001 samples = 2 value = 1390.475 6101->6102 6105 squared_error = 0.0 samples = 1 value = 1389.95 6101->6105 6103 squared_error = 0.0 samples = 1 value = 1390.5 6102->6103 6104 squared_error = 0.0 samples = 1 value = 1390.45 6102->6104 6108 High <= 0.509 squared_error = 2.112 samples = 5 value = 1392.35 6107->6108 6117 Low <= 0.513 squared_error = 4.213 samples = 4 value = 1397.312 6107->6117 6109 Last <= 0.512 squared_error = 0.601 samples = 2 value = 1390.875 6108->6109 6112 Volume_lag_1d <= 0.009 squared_error = 0.702 samples = 3 value = 1393.333 6108->6112 6110 squared_error = 0.0 samples = 1 value = 1390.1 6109->6110 6111 squared_error = 0.0 samples = 1 value = 1391.65 6109->6111 6113 squared_error = 0.0 samples = 1 value = 1392.2 6112->6113 6114 Prev Close <= 0.512 squared_error = 0.09 samples = 2 value = 1393.9 6112->6114 6115 squared_error = 0.0 samples = 1 value = 1394.2 6114->6115 6116 squared_error = -0.0 samples = 1 value = 1393.6 6114->6116 6118 VWAP <= 0.514 squared_error = 1.584 samples = 3 value = 1398.317 6117->6118 6123 squared_error = -0.0 samples = 1 value = 1394.3 6117->6123 6119 Low <= 0.509 squared_error = 0.123 samples = 2 value = 1397.45 6118->6119 6122 squared_error = -0.0 samples = 1 value = 1400.05 6118->6122 6120 squared_error = 0.0 samples = 1 value = 1397.1 6119->6120 6121 squared_error = 0.0 samples = 1 value = 1397.8 6119->6121 6126 Open <= 0.504 squared_error = 2.366 samples = 4 value = 1401.0 6125->6126 6133 Last <= 0.52 squared_error = 12.925 samples = 24 value = 1409.225 6125->6133 6127 Low <= 0.503 squared_error = 2.723 samples = 2 value = 1402.0 6126->6127 6130 Prev Close <= 0.508 squared_error = 0.01 samples = 2 value = 1400.0 6126->6130 6128 squared_error = 0.0 samples = 1 value = 1400.35 6127->6128 6129 squared_error = 0.0 samples = 1 value = 1403.65 6127->6129 6131 squared_error = 0.0 samples = 1 value = 1399.9 6130->6131 6132 squared_error = 0.0 samples = 1 value = 1400.1 6130->6132 6134 Last <= 0.518 squared_error = 8.981 samples = 17 value = 1407.676 6133->6134 6167 Volume_lag_1d <= 0.009 squared_error = 2.537 samples = 7 value = 1412.986 6133->6167 6135 Low <= 0.516 squared_error = 13.348 samples = 6 value = 1405.483 6134->6135 6146 Low <= 0.52 squared_error = 2.545 samples = 11 value = 1408.873 6134->6146 6136 Prev Close <= 0.53 squared_error = 3.113 samples = 4 value = 1407.738 6135->6136 6143 Last <= 0.518 squared_error = 3.331 samples = 2 value = 1400.975 6135->6143 6137 High <= 0.518 squared_error = 0.117 samples = 3 value = 1406.733 6136->6137 6142 squared_error = 0.0 samples = 1 value = 1410.75 6136->6142 6138 squared_error = 0.0 samples = 1 value = 1406.25 6137->6138 6139 Prev Close <= 0.529 squared_error = 0.001 samples = 2 value = 1406.975 6137->6139 6140 squared_error = 0.0 samples = 1 value = 1407.0 6139->6140 6141 squared_error = 0.0 samples = 1 value = 1406.95 6139->6141 6144 squared_error = 0.0 samples = 1 value = 1399.15 6143->6144 6145 squared_error = 0.0 samples = 1 value = 1402.8 6143->6145 6147 Last <= 0.519 squared_error = 1.853 samples = 8 value = 1408.244 6146->6147 6162 Low <= 0.521 squared_error = 0.522 samples = 3 value = 1410.55 6146->6162 6148 Volume_lag_1d <= 0.056 squared_error = 0.25 samples = 2 value = 1410.2 6147->6148 6151 Prev Close <= 0.523 squared_error = 0.686 samples = 6 value = 1407.592 6147->6151 6149 squared_error = 0.0 samples = 1 value = 1409.7 6148->6149 6150 squared_error = -0.0 samples = 1 value = 1410.7 6148->6150 6152 Low <= 0.518 squared_error = 0.359 samples = 5 value = 1407.87 6151->6152 6161 squared_error = 0.0 samples = 1 value = 1406.2 6151->6161 6153 Prev Close <= 0.503 squared_error = 0.233 samples = 4 value = 1407.662 6152->6153 6160 squared_error = 0.0 samples = 1 value = 1408.7 6152->6160 6154 squared_error = 0.0 samples = 1 value = 1408.45 6153->6154 6155 Prev Close <= 0.518 squared_error = 0.035 samples = 3 value = 1407.4 6153->6155 6156 Last <= 0.519 squared_error = 0.006 samples = 2 value = 1407.275 6155->6156 6159 squared_error = -0.0 samples = 1 value = 1407.65 6155->6159 6157 squared_error = 0.0 samples = 1 value = 1407.2 6156->6157 6158 squared_error = -0.0 samples = 1 value = 1407.35 6156->6158 6163 squared_error = 0.0 samples = 1 value = 1409.6 6162->6163 6164 Open <= 0.527 squared_error = 0.106 samples = 2 value = 1411.025 6162->6164 6165 squared_error = 0.0 samples = 1 value = 1410.7 6164->6165 6166 squared_error = -0.0 samples = 1 value = 1411.35 6164->6166 6168 squared_error = 0.0 samples = 1 value = 1410.05 6167->6168 6169 Last <= 0.521 squared_error = 1.284 samples = 6 value = 1413.475 6167->6169 6170 squared_error = 0.0 samples = 1 value = 1415.55 6169->6170 6171 Last <= 0.521 squared_error = 0.507 samples = 5 value = 1413.06 6169->6171 6172 Open <= 0.522 squared_error = 0.003 samples = 2 value = 1412.35 6171->6172 6175 High <= 0.522 squared_error = 0.284 samples = 3 value = 1413.533 6171->6175 6173 squared_error = 0.0 samples = 1 value = 1412.4 6172->6173 6174 squared_error = 0.0 samples = 1 value = 1412.3 6172->6174 6176 squared_error = 0.0 samples = 1 value = 1412.85 6175->6176 6177 Open <= 0.525 squared_error = 0.076 samples = 2 value = 1413.875 6175->6177 6178 squared_error = 0.0 samples = 1 value = 1414.15 6177->6178 6179 squared_error = 0.0 samples = 1 value = 1413.6 6177->6179 6181 Volume_lag_1d <= 0.007 squared_error = 43.343 samples = 16 value = 1422.222 6180->6181 6212 Last <= 0.525 squared_error = 8.268 samples = 13 value = 1432.119 6180->6212 6182 Last <= 0.526 squared_error = 4.452 samples = 3 value = 1414.25 6181->6182 6187 High <= 0.525 squared_error = 34.269 samples = 13 value = 1424.062 6181->6187 6183 squared_error = 0.0 samples = 1 value = 1416.95 6182->6183 6184 Open <= 0.507 squared_error = 1.21 samples = 2 value = 1412.9 6182->6184 6185 squared_error = 0.0 samples = 1 value = 1414.0 6184->6185 6186 squared_error = -0.0 samples = 1 value = 1411.8 6184->6186 6188 Last <= 0.526 squared_error = 9.012 samples = 9 value = 1420.917 6187->6188 6205 Open <= 0.514 squared_error = 18.774 samples = 4 value = 1431.137 6187->6205 6189 Last <= 0.523 squared_error = 4.726 samples = 7 value = 1419.693 6188->6189 6202 Low <= 0.522 squared_error = 0.423 samples = 2 value = 1425.2 6188->6202 6190 squared_error = 0.0 samples = 1 value = 1416.25 6189->6190 6191 Volume_lag_1d <= 0.05 squared_error = 3.209 samples = 6 value = 1420.267 6189->6191 6192 Open <= 0.513 squared_error = 2.153 samples = 4 value = 1419.338 6191->6192 6199 Volume_lag_1d <= 0.101 squared_error = 0.141 samples = 2 value = 1422.125 6191->6199 6193 Prev Close <= 0.516 squared_error = 0.202 samples = 2 value = 1420.7 6192->6193 6196 Open <= 0.518 squared_error = 0.391 samples = 2 value = 1417.975 6192->6196 6194 squared_error = 0.0 samples = 1 value = 1420.25 6193->6194 6195 squared_error = 0.0 samples = 1 value = 1421.15 6193->6195 6197 squared_error = 0.0 samples = 1 value = 1418.6 6196->6197 6198 squared_error = 0.0 samples = 1 value = 1417.35 6196->6198 6200 squared_error = 0.0 samples = 1 value = 1421.75 6199->6200 6201 squared_error = 0.0 samples = 1 value = 1422.5 6199->6201 6203 squared_error = 0.0 samples = 1 value = 1424.55 6202->6203 6204 squared_error = 0.0 samples = 1 value = 1425.85 6202->6204 6206 High <= 0.532 squared_error = 3.331 samples = 2 value = 1434.825 6205->6206 6209 Low <= 0.518 squared_error = 7.023 samples = 2 value = 1427.45 6205->6209 6207 squared_error = 0.0 samples = 1 value = 1436.65 6206->6207 6208 squared_error = 0.0 samples = 1 value = 1433.0 6206->6208 6210 squared_error = 0.0 samples = 1 value = 1430.1 6209->6210 6211 squared_error = 0.0 samples = 1 value = 1424.8 6209->6211 6213 squared_error = 0.0 samples = 1 value = 1439.2 6212->6213 6214 High <= 0.525 squared_error = 4.431 samples = 12 value = 1431.529 6212->6214 6215 Prev Close <= 0.522 squared_error = 0.49 samples = 2 value = 1427.9 6214->6215 6218 Volume_lag_1d <= 0.148 squared_error = 2.058 samples = 10 value = 1432.255 6214->6218 6216 squared_error = 0.0 samples = 1 value = 1427.2 6215->6216 6217 squared_error = -0.0 samples = 1 value = 1428.6 6215->6217 6219 Prev Close <= 0.529 squared_error = 0.682 samples = 9 value = 1432.656 6218->6219 6236 squared_error = 0.0 samples = 1 value = 1428.65 6218->6236 6220 VWAP <= 0.526 squared_error = 0.427 samples = 3 value = 1431.683 6219->6220 6225 Prev Close <= 0.534 squared_error = 0.1 samples = 6 value = 1433.142 6219->6225 6221 squared_error = 0.0 samples = 1 value = 1432.5 6220->6221 6222 Prev Close <= 0.525 squared_error = 0.141 samples = 2 value = 1431.275 6220->6222 6223 squared_error = 0.0 samples = 1 value = 1431.65 6222->6223 6224 squared_error = 0.0 samples = 1 value = 1430.9 6222->6224 6226 Prev Close <= 0.533 squared_error = 0.034 samples = 4 value = 1433.338 6225->6226 6233 Prev Close <= 0.537 squared_error = 0.002 samples = 2 value = 1432.75 6225->6233 6227 VWAP <= 0.529 squared_error = 0.002 samples = 3 value = 1433.233 6226->6227 6232 squared_error = 0.0 samples = 1 value = 1433.65 6226->6232 6228 Last <= 0.527 squared_error = 0.0 samples = 2 value = 1433.2 6227->6228 6231 squared_error = -0.0 samples = 1 value = 1433.3 6227->6231 6229 squared_error = 0.0 samples = 1 value = 1433.2 6228->6229 6230 squared_error = 0.0 samples = 1 value = 1433.2 6228->6230 6234 squared_error = 0.0 samples = 1 value = 1432.8 6233->6234 6235 squared_error = 0.0 samples = 1 value = 1432.7 6233->6235 6238 Last <= 0.56 squared_error = 2184.225 samples = 174 value = 1503.622 6237->6238 6585 VWAP <= 0.628 squared_error = 1753.353 samples = 144 value = 1673.724 6237->6585 6239 Last <= 0.544 squared_error = 456.841 samples = 94 value = 1465.016 6238->6239 6426 Last <= 0.577 squared_error = 405.017 samples = 80 value = 1548.983 6238->6426 6240 Last <= 0.536 squared_error = 147.012 samples = 58 value = 1450.901 6239->6240 6355 Last <= 0.554 squared_error = 117.866 samples = 36 value = 1487.757 6239->6355 6241 Low <= 0.519 squared_error = 34.275 samples = 25 value = 1439.996 6240->6241 6290 VWAP <= 0.528 squared_error = 74.083 samples = 33 value = 1459.162 6240->6290 6242 VWAP <= 0.529 squared_error = 0.062 samples = 2 value = 1424.2 6241->6242 6245 High <= 0.533 squared_error = 13.667 samples = 23 value = 1441.37 6241->6245 6243 squared_error = 0.0 samples = 1 value = 1424.45 6242->6243 6244 squared_error = 0.0 samples = 1 value = 1423.95 6242->6244 6246 Last <= 0.532 squared_error = 5.117 samples = 15 value = 1439.4 6245->6246 6275 Volume_lag_1d <= 0.015 squared_error = 8.785 samples = 8 value = 1445.063 6245->6275 6247 Open <= 0.53 squared_error = 2.091 samples = 7 value = 1437.679 6246->6247 6260 VWAP <= 0.531 squared_error = 2.903 samples = 8 value = 1440.906 6246->6260 6248 High <= 0.527 squared_error = 1.336 samples = 5 value = 1438.31 6247->6248 6257 Prev Close <= 0.531 squared_error = 0.49 samples = 2 value = 1436.1 6247->6257 6249 squared_error = 0.0 samples = 1 value = 1436.1 6248->6249 6250 Open <= 0.529 squared_error = 0.144 samples = 4 value = 1438.862 6248->6250 6251 Last <= 0.53 squared_error = 0.012 samples = 3 value = 1438.65 6250->6251 6256 squared_error = 0.0 samples = 1 value = 1439.5 6250->6256 6252 Open <= 0.523 squared_error = 0.001 samples = 2 value = 1438.725 6251->6252 6255 squared_error = 0.0 samples = 1 value = 1438.5 6251->6255 6253 squared_error = 0.0 samples = 1 value = 1438.7 6252->6253 6254 squared_error = 0.0 samples = 1 value = 1438.75 6252->6254 6258 squared_error = 0.0 samples = 1 value = 1435.4 6257->6258 6259 squared_error = 0.0 samples = 1 value = 1436.8 6257->6259 6261 Volume_lag_1d <= 0.105 squared_error = 1.573 samples = 6 value = 1440.167 6260->6261 6272 Open <= 0.534 squared_error = 0.331 samples = 2 value = 1443.125 6260->6272 6262 Prev Close <= 0.53 squared_error = 0.959 samples = 5 value = 1440.56 6261->6262 6271 squared_error = 0.0 samples = 1 value = 1438.2 6261->6271 6263 Volume_lag_1d <= 0.052 squared_error = 0.171 samples = 3 value = 1441.217 6262->6263 6268 Prev Close <= 0.532 squared_error = 0.526 samples = 2 value = 1439.575 6262->6268 6264 High <= 0.531 squared_error = 0.001 samples = 2 value = 1440.925 6263->6264 6267 squared_error = -0.0 samples = 1 value = 1441.8 6263->6267 6265 squared_error = 0.0 samples = 1 value = 1440.95 6264->6265 6266 squared_error = -0.0 samples = 1 value = 1440.9 6264->6266 6269 squared_error = 0.0 samples = 1 value = 1438.85 6268->6269 6270 squared_error = 0.0 samples = 1 value = 1440.3 6268->6270 6273 squared_error = 0.0 samples = 1 value = 1443.7 6272->6273 6274 squared_error = -0.0 samples = 1 value = 1442.55 6272->6274 6276 Last <= 0.533 squared_error = 3.247 samples = 3 value = 1447.65 6275->6276 6281 Last <= 0.533 squared_error = 5.681 samples = 5 value = 1443.51 6275->6281 6277 squared_error = 0.0 samples = 1 value = 1445.35 6276->6277 6278 Volume_lag_1d <= 0.011 squared_error = 0.902 samples = 2 value = 1448.8 6276->6278 6279 squared_error = 0.0 samples = 1 value = 1447.85 6278->6279 6280 squared_error = 0.0 samples = 1 value = 1449.75 6278->6280 6282 Open <= 0.546 squared_error = 0.723 samples = 2 value = 1441.1 6281->6282 6285 High <= 0.534 squared_error = 2.534 samples = 3 value = 1445.117 6281->6285 6283 squared_error = 0.0 samples = 1 value = 1440.25 6282->6283 6284 squared_error = 0.0 samples = 1 value = 1441.95 6282->6284 6286 squared_error = 0.0 samples = 1 value = 1447.3 6285->6286 6287 VWAP <= 0.535 squared_error = 0.226 samples = 2 value = 1444.025 6285->6287 6288 squared_error = 0.0 samples = 1 value = 1444.5 6287->6288 6289 squared_error = -0.0 samples = 1 value = 1443.55 6287->6289 6291 squared_error = 0.0 samples = 1 value = 1426.4 6290->6291 6292 Last <= 0.54 squared_error = 41.807 samples = 32 value = 1460.186 6290->6292 6293 Last <= 0.538 squared_error = 14.566 samples = 15 value = 1454.787 6292->6293 6322 VWAP <= 0.545 squared_error = 17.425 samples = 17 value = 1464.95 6292->6322 6294 Last <= 0.536 squared_error = 10.448 samples = 9 value = 1452.833 6293->6294 6311 Low <= 0.504 squared_error = 6.436 samples = 6 value = 1457.717 6293->6311 6295 Volume_lag_1d <= 0.014 squared_error = 2.882 samples = 3 value = 1456.9 6294->6295 6300 VWAP <= 0.536 squared_error = 1.828 samples = 6 value = 1450.8 6294->6300 6296 Volume_lag_1d <= 0.01 squared_error = 0.856 samples = 2 value = 1455.825 6295->6296 6299 squared_error = -0.0 samples = 1 value = 1459.05 6295->6299 6297 squared_error = 0.0 samples = 1 value = 1456.75 6296->6297 6298 squared_error = -0.0 samples = 1 value = 1454.9 6296->6298 6301 Prev Close <= 0.537 squared_error = 0.154 samples = 3 value = 1449.517 6300->6301 6306 VWAP <= 0.538 squared_error = 0.207 samples = 3 value = 1452.083 6300->6306 6302 squared_error = 0.0 samples = 1 value = 1449.0 6301->6302 6303 High <= 0.542 squared_error = 0.031 samples = 2 value = 1449.775 6301->6303 6304 squared_error = 0.0 samples = 1 value = 1449.95 6303->6304 6305 squared_error = -0.0 samples = 1 value = 1449.6 6303->6305 6307 squared_error = 0.0 samples = 1 value = 1451.45 6306->6307 6308 High <= 0.569 squared_error = 0.01 samples = 2 value = 1452.4 6306->6308 6309 squared_error = 0.0 samples = 1 value = 1452.3 6308->6309 6310 squared_error = -0.0 samples = 1 value = 1452.5 6308->6310 6312 squared_error = 0.0 samples = 1 value = 1462.75 6311->6312 6313 Low <= 0.531 squared_error = 1.643 samples = 5 value = 1456.71 6311->6313 6314 squared_error = 0.0 samples = 1 value = 1454.25 6313->6314 6315 Last <= 0.54 squared_error = 0.163 samples = 4 value = 1457.325 6313->6315 6316 High <= 0.536 squared_error = 0.117 samples = 3 value = 1457.483 6315->6316 6321 squared_error = 0.0 samples = 1 value = 1456.85 6315->6321 6317 squared_error = 0.0 samples = 1 value = 1457.0 6316->6317 6318 Prev Close <= 0.544 squared_error = 0.001 samples = 2 value = 1457.725 6316->6318 6319 squared_error = 0.0 samples = 1 value = 1457.75 6318->6319 6320 squared_error = 0.0 samples = 1 value = 1457.7 6318->6320 6323 Low <= 0.538 squared_error = 11.995 samples = 15 value = 1464.053 6322->6323 6352 High <= 0.561 squared_error = 6.891 samples = 2 value = 1471.675 6322->6352 6324 Open <= 0.526 squared_error = 17.537 samples = 7 value = 1465.779 6323->6324 6337 High <= 0.552 squared_error = 2.263 samples = 8 value = 1462.544 6323->6337 6325 Last <= 0.543 squared_error = 2.921 samples = 3 value = 1461.933 6324->6325 6330 Low <= 0.528 squared_error = 9.093 samples = 4 value = 1468.662 6324->6330 6326 Volume_lag_1d <= 0.011 squared_error = 0.001 samples = 2 value = 1460.725 6325->6326 6329 squared_error = -0.0 samples = 1 value = 1464.35 6325->6329 6327 squared_error = 0.0 samples = 1 value = 1460.7 6326->6327 6328 squared_error = 0.0 samples = 1 value = 1460.75 6326->6328 6331 squared_error = 0.0 samples = 1 value = 1473.75 6330->6331 6332 VWAP <= 0.537 squared_error = 0.621 samples = 3 value = 1466.967 6330->6332 6333 squared_error = 0.0 samples = 1 value = 1468.05 6332->6333 6334 Prev Close <= 0.535 squared_error = 0.051 samples = 2 value = 1466.425 6332->6334 6335 squared_error = 0.0 samples = 1 value = 1466.2 6334->6335 6336 squared_error = -0.0 samples = 1 value = 1466.65 6334->6336 6338 Prev Close <= 0.548 squared_error = 1.786 samples = 6 value = 1463.092 6337->6338 6349 VWAP <= 0.543 squared_error = 0.09 samples = 2 value = 1460.9 6337->6349 6339 High <= 0.543 squared_error = 1.443 samples = 5 value = 1462.75 6338->6339 6348 squared_error = -0.0 samples = 1 value = 1464.8 6338->6348 6340 VWAP <= 0.54 squared_error = 0.391 samples = 2 value = 1461.525 6339->6340 6343 Last <= 0.542 squared_error = 0.477 samples = 3 value = 1463.567 6339->6343 6341 squared_error = 0.0 samples = 1 value = 1462.15 6340->6341 6342 squared_error = 0.0 samples = 1 value = 1460.9 6340->6342 6344 squared_error = 0.0 samples = 1 value = 1464.5 6343->6344 6345 Low <= 0.541 squared_error = 0.062 samples = 2 value = 1463.1 6343->6345 6346 squared_error = 0.0 samples = 1 value = 1463.35 6345->6346 6347 squared_error = -0.0 samples = 1 value = 1462.85 6345->6347 6350 squared_error = 0.0 samples = 1 value = 1460.6 6349->6350 6351 squared_error = -0.0 samples = 1 value = 1461.2 6349->6351 6353 squared_error = 0.0 samples = 1 value = 1469.05 6352->6353 6354 squared_error = 0.0 samples = 1 value = 1474.3 6352->6354 6356 Last <= 0.547 squared_error = 44.373 samples = 19 value = 1479.171 6355->6356 6393 VWAP <= 0.548 squared_error = 25.532 samples = 17 value = 1497.353 6355->6393 6357 Last <= 0.546 squared_error = 6.61 samples = 6 value = 1471.942 6356->6357 6368 VWAP <= 0.543 squared_error = 26.548 samples = 13 value = 1482.508 6356->6368 6358 Last <= 0.546 squared_error = 2.261 samples = 4 value = 1470.35 6357->6358 6365 VWAP <= 0.544 squared_error = 0.106 samples = 2 value = 1475.125 6357->6365 6359 VWAP <= 0.545 squared_error = 0.562 samples = 2 value = 1471.75 6358->6359 6362 Open <= 0.549 squared_error = 0.04 samples = 2 value = 1468.95 6358->6362 6360 squared_error = 0.0 samples = 1 value = 1471.0 6359->6360 6361 squared_error = 0.0 samples = 1 value = 1472.5 6359->6361 6363 squared_error = 0.0 samples = 1 value = 1468.75 6362->6363 6364 squared_error = 0.0 samples = 1 value = 1469.15 6362->6364 6366 squared_error = 0.0 samples = 1 value = 1475.45 6365->6366 6367 squared_error = -0.0 samples = 1 value = 1474.8 6365->6367 6369 Last <= 0.551 squared_error = 4.41 samples = 2 value = 1474.65 6368->6369 6372 Last <= 0.552 squared_error = 17.305 samples = 11 value = 1483.936 6368->6372 6370 squared_error = 0.0 samples = 1 value = 1476.75 6369->6370 6371 squared_error = -0.0 samples = 1 value = 1472.55 6369->6371 6373 Volume_lag_1d <= 0.004 squared_error = 11.402 samples = 9 value = 1482.706 6372->6373 6390 Volume_lag_1d <= 0.046 squared_error = 6.376 samples = 2 value = 1489.475 6372->6390 6374 VWAP <= 0.547 squared_error = 2.103 samples = 2 value = 1478.8 6373->6374 6377 Volume_lag_1d <= 0.078 squared_error = 8.456 samples = 7 value = 1483.821 6373->6377 6375 squared_error = 0.0 samples = 1 value = 1477.35 6374->6375 6376 squared_error = 0.0 samples = 1 value = 1480.25 6374->6376 6378 High <= 0.558 squared_error = 2.743 samples = 5 value = 1485.39 6377->6378 6387 Prev Close <= 0.546 squared_error = 1.21 samples = 2 value = 1479.9 6377->6387 6379 Volume_lag_1d <= 0.042 squared_error = 0.962 samples = 4 value = 1484.688 6378->6379 6386 squared_error = 0.0 samples = 1 value = 1488.2 6378->6386 6380 Last <= 0.548 squared_error = 0.162 samples = 3 value = 1485.217 6379->6380 6385 squared_error = -0.0 samples = 1 value = 1483.1 6379->6385 6381 squared_error = 0.0 samples = 1 value = 1484.65 6380->6381 6382 Low <= 0.547 squared_error = 0.002 samples = 2 value = 1485.5 6380->6382 6383 squared_error = 0.0 samples = 1 value = 1485.45 6382->6383 6384 squared_error = 0.0 samples = 1 value = 1485.55 6382->6384 6388 squared_error = 0.0 samples = 1 value = 1481.0 6387->6388 6389 squared_error = -0.0 samples = 1 value = 1478.8 6387->6389 6391 squared_error = 0.0 samples = 1 value = 1486.95 6390->6391 6392 squared_error = 0.0 samples = 1 value = 1492.0 6390->6392 6394 Last <= 0.554 squared_error = 7.776 samples = 3 value = 1490.483 6393->6394 6399 Last <= 0.557 squared_error = 17.057 samples = 14 value = 1498.825 6393->6399 6395 squared_error = 0.0 samples = 1 value = 1486.75 6394->6395 6396 Open <= 0.554 squared_error = 1.21 samples = 2 value = 1492.35 6394->6396 6397 squared_error = 0.0 samples = 1 value = 1491.25 6396->6397 6398 squared_error = 0.0 samples = 1 value = 1493.45 6396->6398 6400 Open <= 0.552 squared_error = 6.995 samples = 7 value = 1496.436 6399->6400 6413 Prev Close <= 0.573 squared_error = 15.703 samples = 7 value = 1501.214 6399->6413 6401 Volume_lag_1d <= 0.019 squared_error = 0.472 samples = 4 value = 1498.525 6400->6401 6408 Low <= 0.553 squared_error = 2.112 samples = 3 value = 1493.65 6400->6408 6402 Open <= 0.542 squared_error = 0.002 samples = 2 value = 1499.15 6401->6402 6405 Low <= 0.549 squared_error = 0.16 samples = 2 value = 1497.9 6401->6405 6403 squared_error = 0.0 samples = 1 value = 1499.2 6402->6403 6404 squared_error = -0.0 samples = 1 value = 1499.1 6402->6404 6406 squared_error = 0.0 samples = 1 value = 1498.3 6405->6406 6407 squared_error = -0.0 samples = 1 value = 1497.5 6405->6407 6409 squared_error = 0.0 samples = 1 value = 1491.8 6408->6409 6410 VWAP <= 0.558 squared_error = 0.601 samples = 2 value = 1494.575 6408->6410 6411 squared_error = 0.0 samples = 1 value = 1493.8 6410->6411 6412 squared_error = 0.0 samples = 1 value = 1495.35 6410->6412 6414 Open <= 0.563 squared_error = 11.584 samples = 6 value = 1500.233 6413->6414 6425 squared_error = -0.0 samples = 1 value = 1507.1 6413->6425 6415 Volume_lag_1d <= 0.141 squared_error = 1.859 samples = 5 value = 1501.65 6414->6415 6424 squared_error = 0.0 samples = 1 value = 1493.15 6414->6424 6416 Last <= 0.557 squared_error = 0.811 samples = 4 value = 1501.1 6415->6416 6423 squared_error = -0.0 samples = 1 value = 1503.85 6415->6423 6417 squared_error = 0.0 samples = 1 value = 1502.5 6416->6417 6418 VWAP <= 0.554 squared_error = 0.211 samples = 3 value = 1500.633 6416->6418 6419 Prev Close <= 0.55 squared_error = 0.031 samples = 2 value = 1500.325 6418->6419 6422 squared_error = 0.0 samples = 1 value = 1501.25 6418->6422 6420 squared_error = 0.0 samples = 1 value = 1500.15 6419->6420 6421 squared_error = 0.0 samples = 1 value = 1500.5 6419->6421 6427 Last <= 0.57 squared_error = 153.949 samples = 37 value = 1531.334 6426->6427 6500 Last <= 0.584 squared_error = 122.385 samples = 43 value = 1564.17 6426->6500 6428 VWAP <= 0.565 squared_error = 54.953 samples = 13 value = 1517.542 6427->6428 6453 High <= 0.572 squared_error = 48.737 samples = 24 value = 1538.804 6427->6453 6429 Last <= 0.564 squared_error = 11.35 samples = 8 value = 1512.162 6428->6429 6444 Open <= 0.578 squared_error = 4.316 samples = 5 value = 1526.15 6428->6444 6430 Low <= 0.557 squared_error = 6.636 samples = 5 value = 1510.16 6429->6430 6439 Low <= 0.55 squared_error = 1.385 samples = 3 value = 1515.5 6429->6439 6431 Low <= 0.549 squared_error = 0.057 samples = 3 value = 1508.133 6430->6431 6436 Open <= 0.562 squared_error = 1.102 samples = 2 value = 1513.2 6430->6436 6432 Prev Close <= 0.557 squared_error = 0.003 samples = 2 value = 1508.3 6431->6432 6435 squared_error = -0.0 samples = 1 value = 1507.8 6431->6435 6433 squared_error = 0.0 samples = 1 value = 1508.25 6432->6433 6434 squared_error = 0.0 samples = 1 value = 1508.35 6432->6434 6437 squared_error = 0.0 samples = 1 value = 1514.25 6436->6437 6438 squared_error = 0.0 samples = 1 value = 1512.15 6436->6438 6440 squared_error = 0.0 samples = 1 value = 1513.95 6439->6440 6441 Open <= 0.561 squared_error = 0.276 samples = 2 value = 1516.275 6439->6441 6442 squared_error = 0.0 samples = 1 value = 1515.75 6441->6442 6443 squared_error = -0.0 samples = 1 value = 1516.8 6441->6443 6445 VWAP <= 0.569 squared_error = 0.082 samples = 3 value = 1524.483 6444->6445 6450 Prev Close <= 0.578 squared_error = 0.25 samples = 2 value = 1528.65 6444->6450 6446 VWAP <= 0.567 squared_error = 0.022 samples = 2 value = 1524.3 6445->6446 6449 squared_error = -0.0 samples = 1 value = 1524.85 6445->6449 6447 squared_error = 0.0 samples = 1 value = 1524.45 6446->6447 6448 squared_error = -0.0 samples = 1 value = 1524.15 6446->6448 6451 squared_error = 0.0 samples = 1 value = 1529.15 6450->6451 6452 squared_error = 0.0 samples = 1 value = 1528.15 6450->6452 6454 High <= 0.57 squared_error = 18.644 samples = 7 value = 1531.564 6453->6454 6467 Low <= 0.575 squared_error = 30.658 samples = 17 value = 1541.785 6453->6467 6455 VWAP <= 0.569 squared_error = 2.954 samples = 4 value = 1534.738 6454->6455 6462 High <= 0.572 squared_error = 8.237 samples = 3 value = 1527.333 6454->6462 6456 squared_error = 0.0 samples = 1 value = 1532.2 6455->6456 6457 Last <= 0.572 squared_error = 1.077 samples = 3 value = 1535.583 6455->6457 6458 Volume_lag_1d <= 0.009 squared_error = 0.003 samples = 2 value = 1534.85 6457->6458 6461 squared_error = -0.0 samples = 1 value = 1537.05 6457->6461 6459 squared_error = 0.0 samples = 1 value = 1534.8 6458->6459 6460 squared_error = 0.0 samples = 1 value = 1534.9 6458->6460 6463 Prev Close <= 0.578 squared_error = 0.456 samples = 2 value = 1529.325 6462->6463 6466 squared_error = 0.0 samples = 1 value = 1523.35 6462->6466 6464 squared_error = 0.0 samples = 1 value = 1528.65 6463->6464 6465 squared_error = -0.0 samples = 1 value = 1530.0 6463->6465 6468 High <= 0.576 squared_error = 21.918 samples = 12 value = 1539.433 6467->6468 6491 Low <= 0.575 squared_error = 6.496 samples = 5 value = 1547.43 6467->6491 6469 Open <= 0.573 squared_error = 6.42 samples = 5 value = 1544.31 6468->6469 6478 Open <= 0.571 squared_error = 3.867 samples = 7 value = 1535.95 6468->6478 6470 VWAP <= 0.569 squared_error = 0.015 samples = 3 value = 1546.35 6469->6470 6475 High <= 0.573 squared_error = 0.422 samples = 2 value = 1541.25 6469->6475 6471 squared_error = 0.0 samples = 1 value = 1546.2 6470->6471 6472 Volume_lag_1d <= 0.005 squared_error = 0.006 samples = 2 value = 1546.425 6470->6472 6473 squared_error = 0.0 samples = 1 value = 1546.35 6472->6473 6474 squared_error = 0.0 samples = 1 value = 1546.5 6472->6474 6476 squared_error = 0.0 samples = 1 value = 1540.6 6475->6476 6477 squared_error = 0.0 samples = 1 value = 1541.9 6475->6477 6479 Open <= 0.565 squared_error = 0.391 samples = 2 value = 1533.675 6478->6479 6482 Prev Close <= 0.597 squared_error = 2.359 samples = 5 value = 1536.86 6478->6482 6480 squared_error = 0.0 samples = 1 value = 1534.3 6479->6480 6481 squared_error = 0.0 samples = 1 value = 1533.05 6479->6481 6483 Low <= 0.573 squared_error = 1.058 samples = 4 value = 1537.475 6482->6483 6490 squared_error = 0.0 samples = 1 value = 1534.4 6482->6490 6484 Low <= 0.568 squared_error = 0.237 samples = 3 value = 1536.933 6483->6484 6489 squared_error = -0.0 samples = 1 value = 1539.1 6483->6489 6485 Low <= 0.562 squared_error = 0.006 samples = 2 value = 1537.275 6484->6485 6488 squared_error = -0.0 samples = 1 value = 1536.25 6484->6488 6486 squared_error = 0.0 samples = 1 value = 1537.35 6485->6486 6487 squared_error = -0.0 samples = 1 value = 1537.2 6485->6487 6492 squared_error = 0.0 samples = 1 value = 1551.95 6491->6492 6493 High <= 0.575 squared_error = 1.735 samples = 4 value = 1546.3 6491->6493 6494 squared_error = 0.0 samples = 1 value = 1544.3 6493->6494 6495 Prev Close <= 0.575 squared_error = 0.536 samples = 3 value = 1546.967 6493->6495 6496 squared_error = 0.0 samples = 1 value = 1548.0 6495->6496 6497 High <= 0.576 squared_error = 0.003 samples = 2 value = 1546.45 6495->6497 6498 squared_error = 0.0 samples = 1 value = 1546.5 6497->6498 6499 squared_error = 0.0 samples = 1 value = 1546.4 6497->6499 6501 VWAP <= 0.578 squared_error = 45.792 samples = 22 value = 1555.677 6500->6501 6544 VWAP <= 0.588 squared_error = 47.914 samples = 21 value = 1573.067 6500->6544 6502 Volume_lag_1d <= 0.005 squared_error = 16.727 samples = 10 value = 1551.24 6501->6502 6521 Prev Close <= 0.579 squared_error = 39.931 samples = 12 value = 1559.375 6501->6521 6503 squared_error = 0.0 samples = 1 value = 1540.85 6502->6503 6504 Prev Close <= 0.564 squared_error = 5.259 samples = 9 value = 1552.394 6502->6504 6505 Open <= 0.563 squared_error = 1.576 samples = 3 value = 1554.733 6504->6505 6510 VWAP <= 0.571 squared_error = 2.997 samples = 6 value = 1551.225 6504->6510 6506 Volume_lag_1d <= 0.033 squared_error = 0.022 samples = 2 value = 1553.85 6505->6506 6509 squared_error = 0.0 samples = 1 value = 1556.5 6505->6509 6507 squared_error = 0.0 samples = 1 value = 1554.0 6506->6507 6508 squared_error = 0.0 samples = 1 value = 1553.7 6506->6508 6511 squared_error = 0.0 samples = 1 value = 1547.8 6510->6511 6512 Low <= 0.577 squared_error = 0.781 samples = 5 value = 1551.91 6510->6512 6513 Low <= 0.561 squared_error = 0.283 samples = 4 value = 1551.538 6512->6513 6520 squared_error = 0.0 samples = 1 value = 1553.4 6512->6520 6514 squared_error = 0.0 samples = 1 value = 1550.65 6513->6514 6515 Open <= 0.576 squared_error = 0.027 samples = 3 value = 1551.833 6513->6515 6516 High <= 0.575 squared_error = 0.006 samples = 2 value = 1551.725 6515->6516 6519 squared_error = -0.0 samples = 1 value = 1552.05 6515->6519 6517 squared_error = 0.0 samples = 1 value = 1551.8 6516->6517 6518 squared_error = 0.0 samples = 1 value = 1551.65 6516->6518 6522 Last <= 0.581 squared_error = 14.839 samples = 4 value = 1565.3 6521->6522 6529 Volume_lag_1d <= 0.002 squared_error = 26.149 samples = 8 value = 1556.412 6521->6529 6523 VWAP <= 0.581 squared_error = 0.226 samples = 2 value = 1569.075 6522->6523 6526 Open <= 0.566 squared_error = 0.951 samples = 2 value = 1561.525 6522->6526 6524 squared_error = 0.0 samples = 1 value = 1569.55 6523->6524 6525 squared_error = 0.0 samples = 1 value = 1568.6 6523->6525 6527 squared_error = 0.0 samples = 1 value = 1560.55 6526->6527 6528 squared_error = -0.0 samples = 1 value = 1562.5 6526->6528 6530 squared_error = 0.0 samples = 1 value = 1567.4 6529->6530 6531 Low <= 0.574 squared_error = 10.174 samples = 7 value = 1554.843 6529->6531 6532 squared_error = 0.0 samples = 1 value = 1547.4 6531->6532 6533 VWAP <= 0.58 squared_error = 1.098 samples = 6 value = 1556.083 6531->6533 6534 Prev Close <= 0.582 squared_error = 0.017 samples = 3 value = 1557.033 6533->6534 6539 Open <= 0.595 squared_error = 0.374 samples = 3 value = 1555.133 6533->6539 6535 Volume_lag_1d <= 0.009 squared_error = 0.001 samples = 2 value = 1557.125 6534->6535 6538 squared_error = 0.0 samples = 1 value = 1556.85 6534->6538 6536 squared_error = 0.0 samples = 1 value = 1557.1 6535->6536 6537 squared_error = 0.0 samples = 1 value = 1557.15 6535->6537 6540 Low <= 0.581 squared_error = 0.04 samples = 2 value = 1555.55 6539->6540 6543 squared_error = -0.0 samples = 1 value = 1554.3 6539->6543 6541 squared_error = 0.0 samples = 1 value = 1555.35 6540->6541 6542 squared_error = 0.0 samples = 1 value = 1555.75 6540->6542 6545 High <= 0.583 squared_error = 24.471 samples = 17 value = 1570.588 6544->6545 6578 Volume_lag_1d <= 0.068 squared_error = 10.486 samples = 4 value = 1583.6 6544->6578 6546 Prev Close <= 0.583 squared_error = 5.722 samples = 3 value = 1563.417 6545->6546 6551 Last <= 0.586 squared_error = 15.106 samples = 14 value = 1572.125 6545->6551 6547 High <= 0.581 squared_error = 0.25 samples = 2 value = 1561.75 6546->6547 6550 squared_error = 0.0 samples = 1 value = 1566.75 6546->6550 6548 squared_error = 0.0 samples = 1 value = 1561.25 6547->6548 6549 squared_error = 0.0 samples = 1 value = 1562.25 6547->6549 6552 VWAP <= 0.583 squared_error = 11.662 samples = 4 value = 1568.325 6551->6552 6559 Open <= 0.584 squared_error = 8.398 samples = 10 value = 1573.645 6551->6559 6553 squared_error = 0.0 samples = 1 value = 1562.7 6552->6553 6554 Last <= 0.586 squared_error = 1.487 samples = 3 value = 1570.2 6552->6554 6555 Last <= 0.585 squared_error = 0.062 samples = 2 value = 1569.35 6554->6555 6558 squared_error = 0.0 samples = 1 value = 1571.9 6554->6558 6556 squared_error = 0.0 samples = 1 value = 1569.6 6555->6556 6557 squared_error = -0.0 samples = 1 value = 1569.1 6555->6557 6560 Open <= 0.584 squared_error = 4.096 samples = 3 value = 1576.433 6559->6560 6565 Open <= 0.589 squared_error = 5.481 samples = 7 value = 1572.45 6559->6565 6561 Last <= 0.59 squared_error = 0.81 samples = 2 value = 1575.1 6560->6561 6564 squared_error = 0.0 samples = 1 value = 1579.1 6560->6564 6562 squared_error = 0.0 samples = 1 value = 1576.0 6561->6562 6563 squared_error = 0.0 samples = 1 value = 1574.2 6561->6563 6566 Prev Close <= 0.583 squared_error = 2.241 samples = 3 value = 1570.283 6565->6566 6571 High <= 0.59 squared_error = 1.751 samples = 4 value = 1574.075 6565->6571 6567 squared_error = 0.0 samples = 1 value = 1568.2 6566->6567 6568 Low <= 0.568 squared_error = 0.106 samples = 2 value = 1571.325 6566->6568 6569 squared_error = 0.0 samples = 1 value = 1571.0 6568->6569 6570 squared_error = 0.0 samples = 1 value = 1571.65 6568->6570 6572 Low <= 0.583 squared_error = 0.25 samples = 2 value = 1575.3 6571->6572 6575 High <= 0.592 squared_error = 0.25 samples = 2 value = 1572.85 6571->6575 6573 squared_error = 0.0 samples = 1 value = 1574.8 6572->6573 6574 squared_error = 0.0 samples = 1 value = 1575.8 6572->6574 6576 squared_error = 0.0 samples = 1 value = 1572.35 6575->6576 6577 squared_error = 0.0 samples = 1 value = 1573.35 6575->6577 6579 Low <= 0.591 squared_error = 2.031 samples = 2 value = 1580.525 6578->6579 6582 Last <= 0.593 squared_error = 0.031 samples = 2 value = 1586.675 6578->6582 6580 squared_error = 0.0 samples = 1 value = 1579.1 6579->6580 6581 squared_error = -0.0 samples = 1 value = 1581.95 6579->6581 6583 squared_error = 0.0 samples = 1 value = 1586.5 6582->6583 6584 squared_error = -0.0 samples = 1 value = 1586.85 6582->6584 6586 Last <= 0.613 squared_error = 616.926 samples = 63 value = 1633.805 6585->6586 6711 Last <= 0.645 squared_error = 433.825 samples = 81 value = 1704.772 6585->6711 6587 Last <= 0.604 squared_error = 205.113 samples = 31 value = 1612.069 6586->6587 6648 Last <= 0.62 squared_error = 114.842 samples = 32 value = 1654.861 6586->6648 6588 Last <= 0.599 squared_error = 86.052 samples = 13 value = 1598.569 6587->6588 6613 Last <= 0.609 squared_error = 64.41 samples = 18 value = 1621.819 6587->6613 6589 VWAP <= 0.595 squared_error = 51.618 samples = 7 value = 1591.886 6588->6589 6602 Last <= 0.6 squared_error = 13.311 samples = 6 value = 1606.367 6588->6602 6590 Low <= 0.587 squared_error = 32.441 samples = 4 value = 1586.975 6589->6590 6597 Volume_lag_1d <= 0.007 squared_error = 2.162 samples = 3 value = 1598.433 6589->6597 6591 Open <= 0.589 squared_error = 0.856 samples = 2 value = 1592.625 6590->6591 6594 Low <= 0.588 squared_error = 0.181 samples = 2 value = 1581.325 6590->6594 6592 squared_error = 0.0 samples = 1 value = 1593.55 6591->6592 6593 squared_error = -0.0 samples = 1 value = 1591.7 6591->6593 6595 squared_error = 0.0 samples = 1 value = 1580.9 6594->6595 6596 squared_error = 0.0 samples = 1 value = 1581.75 6594->6596 6598 squared_error = 0.0 samples = 1 value = 1597.2 6597->6598 6599 Open <= 0.591 squared_error = 2.103 samples = 2 value = 1599.05 6597->6599 6600 squared_error = 0.0 samples = 1 value = 1597.6 6599->6600 6601 squared_error = 0.0 samples = 1 value = 1600.5 6599->6601 6603 squared_error = 0.0 samples = 1 value = 1599.75 6602->6603 6604 High <= 0.605 squared_error = 5.466 samples = 5 value = 1607.69 6602->6604 6605 Open <= 0.601 squared_error = 4.94 samples = 3 value = 1608.95 6604->6605 6610 Low <= 0.598 squared_error = 0.303 samples = 2 value = 1605.8 6604->6610 6606 Volume_lag_1d <= 0.056 squared_error = 1.102 samples = 2 value = 1607.5 6605->6606 6609 squared_error = -0.0 samples = 1 value = 1611.85 6605->6609 6607 squared_error = 0.0 samples = 1 value = 1608.55 6606->6607 6608 squared_error = 0.0 samples = 1 value = 1606.45 6606->6608 6611 squared_error = 0.0 samples = 1 value = 1606.35 6610->6611 6612 squared_error = 0.0 samples = 1 value = 1605.25 6610->6612 6614 VWAP <= 0.598 squared_error = 23.443 samples = 11 value = 1616.305 6613->6614 6635 High <= 0.611 squared_error = 5.888 samples = 7 value = 1630.486 6613->6635 6615 squared_error = 0.0 samples = 1 value = 1606.4 6614->6615 6616 Volume_lag_1d <= 0.005 squared_error = 14.997 samples = 10 value = 1617.295 6614->6616 6617 Prev Close <= 0.63 squared_error = 8.407 samples = 3 value = 1620.45 6616->6617 6622 Volume_lag_1d <= 0.007 squared_error = 11.727 samples = 7 value = 1615.943 6616->6622 6618 Last <= 0.606 squared_error = 2.89 samples = 2 value = 1622.25 6617->6618 6621 squared_error = 0.0 samples = 1 value = 1616.85 6617->6621 6619 squared_error = 0.0 samples = 1 value = 1620.55 6618->6619 6620 squared_error = -0.0 samples = 1 value = 1623.95 6618->6620 6623 Volume_lag_1d <= 0.006 squared_error = 1.087 samples = 3 value = 1612.783 6622->6623 6628 VWAP <= 0.602 squared_error = 6.604 samples = 4 value = 1618.312 6622->6628 6624 squared_error = 0.0 samples = 1 value = 1611.35 6623->6624 6625 Open <= 0.599 squared_error = 0.09 samples = 2 value = 1613.5 6623->6625 6626 squared_error = 0.0 samples = 1 value = 1613.8 6625->6626 6627 squared_error = -0.0 samples = 1 value = 1613.2 6625->6627 6629 Last <= 0.606 squared_error = 0.054 samples = 3 value = 1616.833 6628->6629 6634 squared_error = 0.0 samples = 1 value = 1622.75 6628->6634 6630 squared_error = 0.0 samples = 1 value = 1617.15 6629->6630 6631 Last <= 0.609 squared_error = 0.006 samples = 2 value = 1616.675 6629->6631 6632 squared_error = 0.0 samples = 1 value = 1616.75 6631->6632 6633 squared_error = 0.0 samples = 1 value = 1616.6 6631->6633 6636 Last <= 0.61 squared_error = 1.085 samples = 3 value = 1628.1 6635->6636 6641 Volume_lag_1d <= 0.009 squared_error = 2.021 samples = 4 value = 1632.275 6635->6641 6637 squared_error = 0.0 samples = 1 value = 1626.65 6636->6637 6638 VWAP <= 0.608 squared_error = 0.051 samples = 2 value = 1628.825 6636->6638 6639 squared_error = 0.0 samples = 1 value = 1629.05 6638->6639 6640 squared_error = 0.0 samples = 1 value = 1628.6 6638->6640 6642 VWAP <= 0.609 squared_error = 0.64 samples = 2 value = 1633.45 6641->6642 6645 Volume_lag_1d <= 0.011 squared_error = 0.64 samples = 2 value = 1631.1 6641->6645 6643 squared_error = 0.0 samples = 1 value = 1632.65 6642->6643 6644 squared_error = 0.0 samples = 1 value = 1634.25 6642->6644 6646 squared_error = 0.0 samples = 1 value = 1630.3 6645->6646 6647 squared_error = 0.0 samples = 1 value = 1631.9 6645->6647 6649 VWAP <= 0.612 squared_error = 22.316 samples = 11 value = 1642.177 6648->6649 6670 VWAP <= 0.622 squared_error = 34.9 samples = 21 value = 1661.505 6648->6670 6650 High <= 0.611 squared_error = 0.811 samples = 3 value = 1635.267 6649->6650 6655 Low <= 0.62 squared_error = 5.756 samples = 8 value = 1644.769 6649->6655 6651 Low <= 0.612 squared_error = 0.106 samples = 2 value = 1635.875 6650->6651 6654 squared_error = -0.0 samples = 1 value = 1634.05 6650->6654 6652 squared_error = 0.0 samples = 1 value = 1636.2 6651->6652 6653 squared_error = 0.0 samples = 1 value = 1635.55 6651->6653 6656 Low <= 0.599 squared_error = 3.581 samples = 6 value = 1643.808 6655->6656 6667 High <= 0.619 squared_error = 1.21 samples = 2 value = 1647.65 6655->6667 6657 squared_error = 0.0 samples = 1 value = 1646.95 6656->6657 6658 Last <= 0.616 squared_error = 1.929 samples = 5 value = 1643.18 6656->6658 6659 squared_error = 0.0 samples = 1 value = 1640.8 6658->6659 6660 Volume_lag_1d <= 0.006 squared_error = 0.641 samples = 4 value = 1643.775 6658->6660 6661 Volume_lag_1d <= 0.005 squared_error = 0.106 samples = 2 value = 1643.025 6660->6661 6664 Prev Close <= 0.617 squared_error = 0.051 samples = 2 value = 1644.525 6660->6664 6662 squared_error = 0.0 samples = 1 value = 1643.35 6661->6662 6663 squared_error = -0.0 samples = 1 value = 1642.7 6661->6663 6665 squared_error = 0.0 samples = 1 value = 1644.75 6664->6665 6666 squared_error = -0.0 samples = 1 value = 1644.3 6664->6666 6668 squared_error = 0.0 samples = 1 value = 1648.75 6667->6668 6669 squared_error = -0.0 samples = 1 value = 1646.55 6667->6669 6671 High <= 0.618 squared_error = 11.077 samples = 10 value = 1656.215 6670->6671 6690 Low <= 0.625 squared_error = 7.994 samples = 11 value = 1666.314 6670->6690 6672 Volume_lag_1d <= 0.013 squared_error = 0.601 samples = 2 value = 1651.275 6671->6672 6675 Open <= 0.62 squared_error = 6.07 samples = 8 value = 1657.45 6671->6675 6673 squared_error = 0.0 samples = 1 value = 1650.5 6672->6673 6674 squared_error = -0.0 samples = 1 value = 1652.05 6672->6674 6676 Open <= 0.6 squared_error = 1.201 samples = 3 value = 1654.917 6675->6676 6681 Volume_lag_1d <= 0.007 squared_error = 2.831 samples = 5 value = 1658.97 6675->6681 6677 squared_error = 0.0 samples = 1 value = 1653.4 6676->6677 6678 Open <= 0.612 squared_error = 0.076 samples = 2 value = 1655.675 6676->6678 6679 squared_error = 0.0 samples = 1 value = 1655.95 6678->6679 6680 squared_error = -0.0 samples = 1 value = 1655.4 6678->6680 6682 Low <= 0.607 squared_error = 1.103 samples = 2 value = 1660.7 6681->6682 6685 VWAP <= 0.619 squared_error = 0.657 samples = 3 value = 1657.817 6681->6685 6683 squared_error = 0.0 samples = 1 value = 1659.65 6682->6683 6684 squared_error = 0.0 samples = 1 value = 1661.75 6682->6684 6686 squared_error = 0.0 samples = 1 value = 1656.7 6685->6686 6687 Volume_lag_1d <= 0.01 squared_error = 0.051 samples = 2 value = 1658.375 6685->6687 6688 squared_error = 0.0 samples = 1 value = 1658.15 6687->6688 6689 squared_error = 0.0 samples = 1 value = 1658.6 6687->6689 6691 Low <= 0.62 squared_error = 3.493 samples = 6 value = 1664.233 6690->6691 6702 Last <= 0.628 squared_error = 1.969 samples = 5 value = 1668.81 6690->6702 6692 VWAP <= 0.623 squared_error = 0.16 samples = 2 value = 1666.4 6691->6692 6695 High <= 0.631 squared_error = 1.639 samples = 4 value = 1663.15 6691->6695 6693 squared_error = 0.0 samples = 1 value = 1666.8 6692->6693 6694 squared_error = -0.0 samples = 1 value = 1666.0 6692->6694 6696 VWAP <= 0.624 squared_error = 0.317 samples = 3 value = 1663.833 6695->6696 6701 squared_error = -0.0 samples = 1 value = 1661.1 6695->6701 6697 VWAP <= 0.623 squared_error = 0.016 samples = 2 value = 1664.225 6696->6697 6700 squared_error = -0.0 samples = 1 value = 1663.05 6696->6700 6698 squared_error = 0.0 samples = 1 value = 1664.1 6697->6698 6699 squared_error = 0.0 samples = 1 value = 1664.35 6697->6699 6703 Low <= 0.626 squared_error = 0.677 samples = 4 value = 1668.212 6702->6703 6710 squared_error = 0.0 samples = 1 value = 1671.2 6702->6710 6704 Volume_lag_1d <= 0.012 squared_error = 0.051 samples = 2 value = 1667.425 6703->6704 6707 High <= 0.624 squared_error = 0.062 samples = 2 value = 1669.0 6703->6707 6705 squared_error = 0.0 samples = 1 value = 1667.2 6704->6705 6706 squared_error = -0.0 samples = 1 value = 1667.65 6704->6706 6708 squared_error = 0.0 samples = 1 value = 1669.25 6707->6708 6709 squared_error = 0.0 samples = 1 value = 1668.75 6707->6709 6712 Last <= 0.635 squared_error = 129.403 samples = 56 value = 1693.376 6711->6712 6819 Last <= 0.654 squared_error = 173.14 samples = 25 value = 1730.3 6711->6819 6713 Last <= 0.63 squared_error = 32.57 samples = 18 value = 1679.947 6712->6713 6746 VWAP <= 0.639 squared_error = 49.391 samples = 38 value = 1699.737 6712->6746 6714 VWAP <= 0.631 squared_error = 7.043 samples = 7 value = 1674.414 6713->6714 6727 Prev Close <= 0.631 squared_error = 16.936 samples = 11 value = 1683.468 6713->6727 6715 High <= 0.636 squared_error = 4.833 samples = 5 value = 1673.22 6714->6715 6724 Prev Close <= 0.634 squared_error = 0.09 samples = 2 value = 1677.4 6714->6724 6716 High <= 0.634 squared_error = 0.49 samples = 2 value = 1670.8 6715->6716 6719 High <= 0.652 squared_error = 1.221 samples = 3 value = 1674.833 6715->6719 6717 squared_error = 0.0 samples = 1 value = 1671.5 6716->6717 6718 squared_error = 0.0 samples = 1 value = 1670.1 6716->6718 6720 Open <= 0.624 squared_error = 0.106 samples = 2 value = 1674.075 6719->6720 6723 squared_error = 0.0 samples = 1 value = 1676.35 6719->6723 6721 squared_error = 0.0 samples = 1 value = 1674.4 6720->6721 6722 squared_error = 0.0 samples = 1 value = 1673.75 6720->6722 6725 squared_error = 0.0 samples = 1 value = 1677.7 6724->6725 6726 squared_error = -0.0 samples = 1 value = 1677.1 6724->6726 6728 Low <= 0.625 squared_error = 5.176 samples = 2 value = 1689.625 6727->6728 6731 VWAP <= 0.628 squared_error = 9.254 samples = 9 value = 1682.1 6727->6731 6729 squared_error = 0.0 samples = 1 value = 1687.35 6728->6729 6730 squared_error = 0.0 samples = 1 value = 1691.9 6728->6730 6732 squared_error = 0.0 samples = 1 value = 1675.65 6731->6732 6733 Volume_lag_1d <= 0.015 squared_error = 4.561 samples = 8 value = 1682.906 6731->6733 6734 Low <= 0.635 squared_error = 2.255 samples = 7 value = 1683.514 6733->6734 6745 squared_error = -0.0 samples = 1 value = 1678.65 6733->6745 6735 Prev Close <= 0.632 squared_error = 0.839 samples = 6 value = 1683.008 6734->6735 6744 squared_error = 0.0 samples = 1 value = 1686.55 6734->6744 6736 High <= 0.629 squared_error = 0.302 samples = 2 value = 1681.8 6735->6736 6739 Open <= 0.639 squared_error = 0.012 samples = 4 value = 1683.612 6735->6739 6737 squared_error = 0.0 samples = 1 value = 1681.25 6736->6737 6738 squared_error = -0.0 samples = 1 value = 1682.35 6736->6738 6740 squared_error = 0.0 samples = 2 value = 1683.55 6739->6740 6741 Prev Close <= 0.642 squared_error = 0.016 samples = 2 value = 1683.675 6739->6741 6742 squared_error = 0.0 samples = 1 value = 1683.8 6741->6742 6743 squared_error = 0.0 samples = 1 value = 1683.55 6741->6743 6747 High <= 0.636 squared_error = 17.719 samples = 22 value = 1695.268 6746->6747 6788 High <= 0.668 squared_error = 27.728 samples = 16 value = 1705.881 6746->6788 6748 Prev Close <= 0.637 squared_error = 8.498 samples = 10 value = 1692.48 6747->6748 6765 VWAP <= 0.639 squared_error = 13.527 samples = 12 value = 1697.592 6747->6765 6749 High <= 0.635 squared_error = 4.552 samples = 6 value = 1694.142 6748->6749 6758 Volume_lag_1d <= 0.005 squared_error = 4.063 samples = 4 value = 1689.988 6748->6758 6750 High <= 0.633 squared_error = 0.476 samples = 5 value = 1693.23 6749->6750 6757 squared_error = -0.0 samples = 1 value = 1698.7 6749->6757 6751 Last <= 0.637 squared_error = 0.08 samples = 3 value = 1692.7 6750->6751 6754 Last <= 0.637 squared_error = 0.016 samples = 2 value = 1694.025 6750->6754 6752 squared_error = 0.0 samples = 2 value = 1692.9 6751->6752 6753 squared_error = -0.0 samples = 1 value = 1692.3 6751->6753 6755 squared_error = 0.0 samples = 1 value = 1693.9 6754->6755 6756 squared_error = 0.0 samples = 1 value = 1694.15 6754->6756 6759 VWAP <= 0.631 squared_error = 1.21 samples = 2 value = 1688.2 6758->6759 6762 VWAP <= 0.634 squared_error = 0.526 samples = 2 value = 1691.775 6758->6762 6760 squared_error = 0.0 samples = 1 value = 1689.3 6759->6760 6761 squared_error = 0.0 samples = 1 value = 1687.1 6759->6761 6763 squared_error = 0.0 samples = 1 value = 1692.5 6762->6763 6764 squared_error = -0.0 samples = 1 value = 1691.05 6762->6764 6766 Last <= 0.64 squared_error = 9.338 samples = 11 value = 1698.264 6765->6766 6787 squared_error = -0.0 samples = 1 value = 1690.2 6765->6787 6767 Open <= 0.625 squared_error = 7.402 samples = 7 value = 1696.671 6766->6767 6780 Low <= 0.639 squared_error = 0.526 samples = 4 value = 1701.05 6766->6780 6768 squared_error = 0.0 samples = 1 value = 1702.25 6767->6768 6769 Volume_lag_1d <= 0.006 squared_error = 2.585 samples = 6 value = 1695.742 6767->6769 6770 Last <= 0.639 squared_error = 0.36 samples = 2 value = 1697.55 6769->6770 6773 High <= 0.639 squared_error = 1.244 samples = 4 value = 1694.837 6769->6773 6771 squared_error = 0.0 samples = 1 value = 1696.95 6770->6771 6772 squared_error = -0.0 samples = 1 value = 1698.15 6770->6772 6774 Low <= 0.634 squared_error = 0.276 samples = 2 value = 1693.875 6773->6774 6777 Open <= 0.642 squared_error = 0.36 samples = 2 value = 1695.8 6773->6777 6775 squared_error = 0.0 samples = 1 value = 1693.35 6774->6775 6776 squared_error = -0.0 samples = 1 value = 1694.4 6774->6776 6778 squared_error = 0.0 samples = 1 value = 1696.4 6777->6778 6779 squared_error = -0.0 samples = 1 value = 1695.2 6777->6779 6781 Last <= 0.641 squared_error = 0.062 samples = 3 value = 1700.65 6780->6781 6786 squared_error = 0.0 samples = 1 value = 1702.25 6780->6786 6782 Prev Close <= 0.651 squared_error = 0.001 samples = 2 value = 1700.475 6781->6782 6785 squared_error = 0.0 samples = 1 value = 1701.0 6781->6785 6783 squared_error = 0.0 samples = 1 value = 1700.5 6782->6783 6784 squared_error = 0.0 samples = 1 value = 1700.45 6782->6784 6789 Last <= 0.64 squared_error = 11.101 samples = 15 value = 1704.807 6788->6789 6818 squared_error = 0.0 samples = 1 value = 1722.0 6788->6818 6790 Last <= 0.64 squared_error = 2.612 samples = 4 value = 1700.662 6789->6790 6797 Open <= 0.64 squared_error = 5.671 samples = 11 value = 1706.314 6789->6797 6791 High <= 0.654 squared_error = 0.332 samples = 3 value = 1701.55 6790->6791 6796 squared_error = 0.0 samples = 1 value = 1698.0 6790->6796 6792 Low <= 0.639 squared_error = 0.076 samples = 2 value = 1701.925 6791->6792 6795 squared_error = 0.0 samples = 1 value = 1700.8 6791->6795 6793 squared_error = 0.0 samples = 1 value = 1702.2 6792->6793 6794 squared_error = -0.0 samples = 1 value = 1701.65 6792->6794 6798 High <= 0.65 squared_error = 1.831 samples = 5 value = 1704.77 6797->6798 6807 High <= 0.642 squared_error = 5.232 samples = 6 value = 1707.6 6797->6807 6799 Last <= 0.644 squared_error = 0.635 samples = 3 value = 1705.75 6798->6799 6804 VWAP <= 0.643 squared_error = 0.022 samples = 2 value = 1703.3 6798->6804 6800 Low <= 0.638 squared_error = 0.203 samples = 2 value = 1705.25 6799->6800 6803 squared_error = 0.0 samples = 1 value = 1706.75 6799->6803 6801 squared_error = 0.0 samples = 1 value = 1704.8 6800->6801 6802 squared_error = 0.0 samples = 1 value = 1705.7 6800->6802 6805 squared_error = 0.0 samples = 1 value = 1703.15 6804->6805 6806 squared_error = 0.0 samples = 1 value = 1703.45 6804->6806 6808 squared_error = 0.0 samples = 1 value = 1703.05 6807->6808 6809 Open <= 0.642 squared_error = 1.309 samples = 5 value = 1708.51 6807->6809 6810 squared_error = 0.0 samples = 1 value = 1710.65 6809->6810 6811 Volume_lag_1d <= 0.004 squared_error = 0.206 samples = 4 value = 1707.975 6809->6811 6812 squared_error = 0.0 samples = 1 value = 1707.2 6811->6812 6813 Prev Close <= 0.644 squared_error = 0.007 samples = 3 value = 1708.233 6811->6813 6814 squared_error = 0.0 samples = 1 value = 1708.35 6813->6814 6815 VWAP <= 0.646 squared_error = 0.001 samples = 2 value = 1708.175 6813->6815 6816 squared_error = 0.0 samples = 1 value = 1708.15 6815->6816 6817 squared_error = -0.0 samples = 1 value = 1708.2 6815->6817 6820 Volume_lag_1d <= 0.005 squared_error = 30.929 samples = 14 value = 1720.05 6819->6820 6847 Last <= 0.657 squared_error = 50.235 samples = 11 value = 1743.345 6819->6847 6821 VWAP <= 0.645 squared_error = 25.281 samples = 5 value = 1724.74 6820->6821 6830 VWAP <= 0.647 squared_error = 15.057 samples = 9 value = 1717.444 6820->6830 6822 squared_error = 0.0 samples = 1 value = 1716.05 6821->6822 6823 Volume_lag_1d <= 0.004 squared_error = 8.003 samples = 4 value = 1726.912 6821->6823 6824 VWAP <= 0.648 squared_error = 5.571 samples = 3 value = 1725.783 6823->6824 6829 squared_error = -0.0 samples = 1 value = 1730.3 6823->6829 6825 Low <= 0.643 squared_error = 0.106 samples = 2 value = 1724.125 6824->6825 6828 squared_error = 0.0 samples = 1 value = 1729.1 6824->6828 6826 squared_error = 0.0 samples = 1 value = 1723.8 6825->6826 6827 squared_error = -0.0 samples = 1 value = 1724.45 6825->6827 6831 High <= 0.652 squared_error = 2.747 samples = 4 value = 1713.813 6830->6831 6838 VWAP <= 0.649 squared_error = 5.911 samples = 5 value = 1720.35 6830->6838 6832 Volume_lag_1d <= 0.006 squared_error = 0.122 samples = 2 value = 1715.4 6831->6832 6835 Volume_lag_1d <= 0.01 squared_error = 0.331 samples = 2 value = 1712.225 6831->6835 6833 squared_error = 0.0 samples = 1 value = 1715.05 6832->6833 6834 squared_error = -0.0 samples = 1 value = 1715.75 6832->6834 6836 squared_error = 0.0 samples = 1 value = 1712.8 6835->6836 6837 squared_error = 0.0 samples = 1 value = 1711.65 6835->6837 6839 Last <= 0.649 squared_error = 2.181 samples = 3 value = 1718.633 6838->6839 6844 High <= 0.653 squared_error = 0.456 samples = 2 value = 1722.925 6838->6844 6840 squared_error = 0.0 samples = 1 value = 1716.55 6839->6840 6841 Volume_lag_1d <= 0.007 squared_error = 0.016 samples = 2 value = 1719.675 6839->6841 6842 squared_error = 0.0 samples = 1 value = 1719.8 6841->6842 6843 squared_error = 0.0 samples = 1 value = 1719.55 6841->6843 6845 squared_error = 0.0 samples = 1 value = 1722.25 6844->6845 6846 squared_error = -0.0 samples = 1 value = 1723.6 6844->6846 6848 Volume_lag_1d <= 0.006 squared_error = 13.151 samples = 4 value = 1735.025 6847->6848 6855 VWAP <= 0.654 squared_error = 9.261 samples = 7 value = 1748.1 6847->6855 6849 squared_error = 0.0 samples = 1 value = 1729.5 6848->6849 6850 Last <= 0.655 squared_error = 3.967 samples = 3 value = 1736.867 6848->6850 6851 squared_error = 0.0 samples = 1 value = 1739.65 6850->6851 6852 Last <= 0.656 squared_error = 0.141 samples = 2 value = 1735.475 6850->6852 6853 squared_error = 0.0 samples = 1 value = 1735.1 6852->6853 6854 squared_error = 0.0 samples = 1 value = 1735.85 6852->6854 6856 Open <= 0.636 squared_error = 1.257 samples = 3 value = 1750.767 6855->6856 6861 Last <= 0.66 squared_error = 5.93 samples = 4 value = 1746.1 6855->6861 6857 squared_error = 0.0 samples = 1 value = 1752.3 6856->6857 6858 Last <= 0.66 squared_error = 0.123 samples = 2 value = 1750.0 6856->6858 6859 squared_error = 0.0 samples = 1 value = 1750.35 6858->6859 6860 squared_error = 0.0 samples = 1 value = 1749.65 6858->6860 6862 VWAP <= 0.658 squared_error = 0.49 samples = 2 value = 1743.9 6861->6862 6865 Prev Close <= 0.659 squared_error = 1.69 samples = 2 value = 1748.3 6861->6865 6863 squared_error = 0.0 samples = 1 value = 1744.6 6862->6863 6864 squared_error = -0.0 samples = 1 value = 1743.2 6862->6864 6866 squared_error = 0.0 samples = 1 value = 1747.0 6865->6866 6867 squared_error = 0.0 samples = 1 value = 1749.6 6865->6867 6869 Last <= 0.732 squared_error = 10270.572 samples = 375 value = 1923.892 6868->6869 7612 Last <= 0.881 squared_error = 13253.649 samples = 345 value = 2273.227 6868->7612 6870 Last <= 0.697 squared_error = 1998.777 samples = 184 value = 1834.313 6869->6870 7233 Last <= 0.77 squared_error = 3061.736 samples = 191 value = 2010.189 6869->7233 6871 Last <= 0.68 squared_error = 566.191 samples = 88 value = 1794.532 6870->6871 7044 Last <= 0.711 squared_error = 531.652 samples = 96 value = 1870.778 6870->7044 6872 Last <= 0.67 squared_error = 223.364 samples = 42 value = 1773.725 6871->6872 6955 Last <= 0.688 squared_error = 122.982 samples = 46 value = 1813.53 6871->6955 6873 High <= 0.661 squared_error = 72.81 samples = 21 value = 1760.602 6872->6873 6914 High <= 0.674 squared_error = 29.512 samples = 21 value = 1786.848 6872->6914 6874 High <= 0.659 squared_error = 25.256 samples = 7 value = 1751.379 6873->6874 6887 Last <= 0.666 squared_error = 32.778 samples = 14 value = 1765.214 6873->6887 6875 Prev Close <= 0.654 squared_error = 3.302 samples = 3 value = 1746.5 6874->6875 6880 Last <= 0.666 squared_error = 10.484 samples = 4 value = 1755.038 6874->6880 6876 Volume_lag_1d <= 0.006 squared_error = 0.076 samples = 2 value = 1745.225 6875->6876 6879 squared_error = -0.0 samples = 1 value = 1749.05 6875->6879 6877 squared_error = 0.0 samples = 1 value = 1745.5 6876->6877 6878 squared_error = 0.0 samples = 1 value = 1744.95 6876->6878 6881 Prev Close <= 0.664 squared_error = 3.471 samples = 3 value = 1753.417 6880->6881 6886 squared_error = 0.0 samples = 1 value = 1759.9 6880->6886 6882 Low <= 0.656 squared_error = 0.456 samples = 2 value = 1754.675 6881->6882 6885 squared_error = 0.0 samples = 1 value = 1750.9 6881->6885 6883 squared_error = 0.0 samples = 1 value = 1754.0 6882->6883 6884 squared_error = 0.0 samples = 1 value = 1755.35 6882->6884 6888 Open <= 0.638 squared_error = 28.062 samples = 5 value = 1760.31 6887->6888 6897 VWAP <= 0.668 squared_error = 14.612 samples = 9 value = 1767.939 6887->6897 6889 squared_error = 0.0 samples = 1 value = 1770.5 6888->6889 6890 High <= 0.663 squared_error = 2.629 samples = 4 value = 1757.762 6888->6890 6891 squared_error = 0.0 samples = 1 value = 1760.45 6890->6891 6892 Low <= 0.663 squared_error = 0.296 samples = 3 value = 1756.867 6890->6892 6893 squared_error = 0.0 samples = 1 value = 1756.1 6892->6893 6894 VWAP <= 0.666 squared_error = 0.002 samples = 2 value = 1757.25 6892->6894 6895 squared_error = 0.0 samples = 1 value = 1757.2 6894->6895 6896 squared_error = 0.0 samples = 1 value = 1757.3 6894->6896 6898 Volume_lag_1d <= 0.012 squared_error = 6.251 samples = 8 value = 1766.875 6897->6898 6913 squared_error = 0.0 samples = 1 value = 1776.45 6897->6913 6899 VWAP <= 0.666 squared_error = 0.215 samples = 4 value = 1764.962 6898->6899 6906 Open <= 0.661 squared_error = 4.972 samples = 4 value = 1768.788 6898->6906 6900 Low <= 0.661 squared_error = 0.002 samples = 2 value = 1764.5 6899->6900 6903 Last <= 0.667 squared_error = 0.001 samples = 2 value = 1765.425 6899->6903 6901 squared_error = 0.0 samples = 1 value = 1764.55 6900->6901 6902 squared_error = 0.0 samples = 1 value = 1764.45 6900->6902 6904 squared_error = 0.0 samples = 1 value = 1765.45 6903->6904 6905 squared_error = -0.0 samples = 1 value = 1765.4 6903->6905 6907 squared_error = 0.0 samples = 1 value = 1772.45 6906->6907 6908 Open <= 0.663 squared_error = 0.667 samples = 3 value = 1767.567 6906->6908 6909 squared_error = 0.0 samples = 1 value = 1768.55 6908->6909 6910 High <= 0.667 squared_error = 0.276 samples = 2 value = 1767.075 6908->6910 6911 squared_error = 0.0 samples = 1 value = 1766.55 6910->6911 6912 squared_error = 0.0 samples = 1 value = 1767.6 6910->6912 6915 High <= 0.67 squared_error = 5.416 samples = 6 value = 1780.242 6914->6915 6926 Last <= 0.676 squared_error = 14.712 samples = 15 value = 1789.49 6914->6926 6916 High <= 0.669 squared_error = 0.64 samples = 2 value = 1777.7 6915->6916 6919 Volume_lag_1d <= 0.021 squared_error = 2.959 samples = 4 value = 1781.512 6915->6919 6917 squared_error = 0.0 samples = 1 value = 1776.9 6916->6917 6918 squared_error = 0.0 samples = 1 value = 1778.5 6916->6918 6920 Last <= 0.673 squared_error = 0.24 samples = 3 value = 1780.55 6919->6920 6925 squared_error = -0.0 samples = 1 value = 1784.4 6919->6925 6921 squared_error = 0.0 samples = 1 value = 1779.95 6920->6921 6922 VWAP <= 0.665 squared_error = 0.09 samples = 2 value = 1780.85 6920->6922 6923 squared_error = 0.0 samples = 1 value = 1780.55 6922->6923 6924 squared_error = 0.0 samples = 1 value = 1781.15 6922->6924 6927 Last <= 0.675 squared_error = 0.257 samples = 3 value = 1784.767 6926->6927 6932 High <= 0.685 squared_error = 11.354 samples = 12 value = 1790.671 6926->6932 6928 Last <= 0.674 squared_error = 0.001 samples = 2 value = 1785.125 6927->6928 6931 squared_error = -0.0 samples = 1 value = 1784.05 6927->6931 6929 squared_error = 0.0 samples = 1 value = 1785.1 6928->6929 6930 squared_error = 0.0 samples = 1 value = 1785.15 6928->6930 6933 Last <= 0.679 squared_error = 6.777 samples = 11 value = 1791.355 6932->6933 6954 squared_error = -0.0 samples = 1 value = 1783.15 6932->6954 6934 Volume_lag_1d <= 0.016 squared_error = 1.339 samples = 9 value = 1790.25 6933->6934 6951 Open <= 0.674 squared_error = 1.051 samples = 2 value = 1796.325 6933->6951 6935 High <= 0.674 squared_error = 0.374 samples = 6 value = 1789.542 6934->6935 6946 Last <= 0.678 squared_error = 0.261 samples = 3 value = 1791.667 6934->6946 6936 squared_error = 0.0 samples = 1 value = 1788.55 6935->6936 6937 Volume_lag_1d <= 0.011 squared_error = 0.212 samples = 5 value = 1789.74 6935->6937 6938 Prev Close <= 0.67 squared_error = 0.07 samples = 4 value = 1789.938 6937->6938 6945 squared_error = 0.0 samples = 1 value = 1788.95 6937->6945 6939 Volume_lag_1d <= 0.009 squared_error = 0.001 samples = 2 value = 1789.675 6938->6939 6942 Open <= 0.677 squared_error = 0.003 samples = 2 value = 1790.2 6938->6942 6940 squared_error = 0.0 samples = 1 value = 1789.7 6939->6940 6941 squared_error = -0.0 samples = 1 value = 1789.65 6939->6941 6943 squared_error = 0.0 samples = 1 value = 1790.25 6942->6943 6944 squared_error = 0.0 samples = 1 value = 1790.15 6942->6944 6947 High <= 0.679 squared_error = 0.09 samples = 2 value = 1791.35 6946->6947 6950 squared_error = -0.0 samples = 1 value = 1792.3 6946->6950 6948 squared_error = 0.0 samples = 1 value = 1791.65 6947->6948 6949 squared_error = 0.0 samples = 1 value = 1791.05 6947->6949 6952 squared_error = 0.0 samples = 1 value = 1795.3 6951->6952 6953 squared_error = 0.0 samples = 1 value = 1797.35 6951->6953 6956 Last <= 0.686 squared_error = 29.537 samples = 25 value = 1804.436 6955->6956 7003 Last <= 0.693 squared_error = 18.546 samples = 21 value = 1824.357 6955->7003 6957 High <= 0.677 squared_error = 16.815 samples = 16 value = 1801.387 6956->6957 6988 Open <= 0.686 squared_error = 6.26 samples = 9 value = 1809.856 6956->6988 6958 Open <= 0.678 squared_error = 8.851 samples = 2 value = 1792.525 6957->6958 6961 VWAP <= 0.681 squared_error = 5.129 samples = 14 value = 1802.654 6957->6961 6959 squared_error = 0.0 samples = 1 value = 1789.55 6958->6959 6960 squared_error = -0.0 samples = 1 value = 1795.5 6958->6960 6962 VWAP <= 0.678 squared_error = 3.379 samples = 7 value = 1801.15 6961->6962 6975 Volume_lag_1d <= 0.011 squared_error = 2.358 samples = 7 value = 1804.157 6961->6975 6963 High <= 0.68 squared_error = 0.902 samples = 2 value = 1803.65 6962->6963 6966 Volume_lag_1d <= 0.014 squared_error = 0.869 samples = 5 value = 1800.15 6962->6966 6964 squared_error = 0.0 samples = 1 value = 1802.7 6963->6964 6965 squared_error = -0.0 samples = 1 value = 1804.6 6963->6965 6967 High <= 0.679 squared_error = 0.172 samples = 3 value = 1800.8 6966->6967 6972 Prev Close <= 0.686 squared_error = 0.331 samples = 2 value = 1799.175 6966->6972 6968 squared_error = 0.0 samples = 1 value = 1800.25 6967->6968 6969 Last <= 0.683 squared_error = 0.031 samples = 2 value = 1801.075 6967->6969 6970 squared_error = 0.0 samples = 1 value = 1801.25 6969->6970 6971 squared_error = 0.0 samples = 1 value = 1800.9 6969->6971 6973 squared_error = 0.0 samples = 1 value = 1798.6 6972->6973 6974 squared_error = -0.0 samples = 1 value = 1799.75 6972->6974 6976 Prev Close <= 0.688 squared_error = 0.513 samples = 5 value = 1803.29 6975->6976 6985 VWAP <= 0.686 squared_error = 0.391 samples = 2 value = 1806.325 6975->6985 6977 Open <= 0.684 squared_error = 0.031 samples = 2 value = 1802.525 6976->6977 6980 Open <= 0.685 squared_error = 0.185 samples = 3 value = 1803.8 6976->6980 6978 squared_error = 0.0 samples = 1 value = 1802.7 6977->6978 6979 squared_error = -0.0 samples = 1 value = 1802.35 6977->6979 6981 squared_error = 0.0 samples = 1 value = 1804.35 6980->6981 6982 Last <= 0.682 squared_error = 0.051 samples = 2 value = 1803.525 6980->6982 6983 squared_error = 0.0 samples = 1 value = 1803.3 6982->6983 6984 squared_error = -0.0 samples = 1 value = 1803.75 6982->6984 6986 squared_error = 0.0 samples = 1 value = 1805.7 6985->6986 6987 squared_error = 0.0 samples = 1 value = 1806.95 6985->6987 6989 Low <= 0.675 squared_error = 1.681 samples = 7 value = 1808.671 6988->6989 7000 VWAP <= 0.684 squared_error = 0.203 samples = 2 value = 1814.0 6988->7000 6990 squared_error = 0.0 samples = 1 value = 1811.2 6989->6990 6991 Open <= 0.684 squared_error = 0.718 samples = 6 value = 1808.25 6989->6991 6992 Low <= 0.68 squared_error = 0.08 samples = 3 value = 1807.5 6991->6992 6995 Low <= 0.686 squared_error = 0.232 samples = 3 value = 1809.0 6991->6995 6993 squared_error = 0.0 samples = 1 value = 1807.1 6992->6993 6994 squared_error = -0.0 samples = 2 value = 1807.7 6992->6994 6996 Open <= 0.685 squared_error = 0.031 samples = 2 value = 1808.675 6995->6996 6999 squared_error = 0.0 samples = 1 value = 1809.65 6995->6999 6997 squared_error = 0.0 samples = 1 value = 1808.85 6996->6997 6998 squared_error = 0.0 samples = 1 value = 1808.5 6996->6998 7001 squared_error = 0.0 samples = 1 value = 1813.55 7000->7001 7002 squared_error = 0.0 samples = 1 value = 1814.45 7000->7002 7004 High <= 0.688 squared_error = 9.898 samples = 16 value = 1822.641 7003->7004 7035 Last <= 0.696 squared_error = 6.619 samples = 5 value = 1829.85 7003->7035 7005 High <= 0.683 squared_error = 4.737 samples = 5 value = 1819.06 7004->7005 7014 High <= 0.695 squared_error = 3.767 samples = 11 value = 1824.268 7004->7014 7006 squared_error = 0.0 samples = 1 value = 1815.0 7005->7006 7007 Prev Close <= 0.683 squared_error = 0.771 samples = 4 value = 1820.075 7005->7007 7008 Prev Close <= 0.679 squared_error = 0.276 samples = 2 value = 1819.325 7007->7008 7011 Prev Close <= 0.69 squared_error = 0.141 samples = 2 value = 1820.825 7007->7011 7009 squared_error = 0.0 samples = 1 value = 1818.8 7008->7009 7010 squared_error = 0.0 samples = 1 value = 1819.85 7008->7010 7012 squared_error = 0.0 samples = 1 value = 1821.2 7011->7012 7013 squared_error = 0.0 samples = 1 value = 1820.45 7011->7013 7015 Open <= 0.691 squared_error = 2.432 samples = 8 value = 1823.512 7014->7015 7030 High <= 0.701 squared_error = 1.742 samples = 3 value = 1826.283 7014->7030 7016 Volume_lag_1d <= 0.016 squared_error = 0.524 samples = 4 value = 1822.2 7015->7016 7023 Open <= 0.695 squared_error = 0.896 samples = 4 value = 1824.825 7015->7023 7017 High <= 0.692 squared_error = 0.111 samples = 3 value = 1821.817 7016->7017 7022 squared_error = -0.0 samples = 1 value = 1823.35 7016->7022 7018 Open <= 0.691 squared_error = 0.003 samples = 2 value = 1822.05 7017->7018 7021 squared_error = 0.0 samples = 1 value = 1821.35 7017->7021 7019 squared_error = 0.0 samples = 1 value = 1822.0 7018->7019 7020 squared_error = 0.0 samples = 1 value = 1822.1 7018->7020 7024 Low <= 0.692 squared_error = 0.04 samples = 2 value = 1825.75 7023->7024 7027 Prev Close <= 0.695 squared_error = 0.04 samples = 2 value = 1823.9 7023->7027 7025 squared_error = 0.0 samples = 1 value = 1825.55 7024->7025 7026 squared_error = 0.0 samples = 1 value = 1825.95 7024->7026 7028 squared_error = 0.0 samples = 1 value = 1823.7 7027->7028 7029 squared_error = -0.0 samples = 1 value = 1824.1 7027->7029 7031 High <= 0.697 squared_error = 0.36 samples = 2 value = 1827.15 7030->7031 7034 squared_error = 0.0 samples = 1 value = 1824.55 7030->7034 7032 squared_error = 0.0 samples = 1 value = 1826.55 7031->7032 7033 squared_error = -0.0 samples = 1 value = 1827.75 7031->7033 7036 Last <= 0.694 squared_error = 4.227 samples = 3 value = 1831.483 7035->7036 7041 Last <= 0.696 squared_error = 0.203 samples = 2 value = 1827.4 7035->7041 7037 squared_error = 0.0 samples = 1 value = 1828.6 7036->7037 7038 Open <= 0.687 squared_error = 0.106 samples = 2 value = 1832.925 7036->7038 7039 squared_error = 0.0 samples = 1 value = 1833.25 7038->7039 7040 squared_error = 0.0 samples = 1 value = 1832.6 7038->7040 7042 squared_error = 0.0 samples = 1 value = 1826.95 7041->7042 7043 squared_error = -0.0 samples = 1 value = 1827.85 7041->7043 7045 Last <= 0.706 squared_error = 107.575 samples = 54 value = 1853.769 7044->7045 7152 Last <= 0.722 squared_error = 226.628 samples = 42 value = 1892.648 7044->7152 7046 Last <= 0.7 squared_error = 42.16 samples = 33 value = 1846.9 7045->7046 7111 Last <= 0.71 squared_error = 19.737 samples = 21 value = 1864.562 7045->7111 7047 High <= 0.7 squared_error = 10.023 samples = 12 value = 1839.329 7046->7047 7070 Last <= 0.703 squared_error = 9.056 samples = 21 value = 1851.226 7046->7070 7048 Last <= 0.698 squared_error = 4.908 samples = 10 value = 1838.285 7047->7048 7067 Volume_lag_1d <= 0.012 squared_error = 2.89 samples = 2 value = 1844.55 7047->7067 7049 VWAP <= 0.696 squared_error = 3.128 samples = 4 value = 1836.375 7048->7049 7056 Volume_lag_1d <= 0.007 squared_error = 2.04 samples = 6 value = 1839.558 7048->7056 7050 Volume_lag_1d <= 0.022 squared_error = 1.871 samples = 3 value = 1837.133 7049->7050 7055 squared_error = -0.0 samples = 1 value = 1834.1 7049->7055 7051 Prev Close <= 0.691 squared_error = 0.002 samples = 2 value = 1838.1 7050->7051 7054 squared_error = 0.0 samples = 1 value = 1835.2 7050->7054 7052 squared_error = 0.0 samples = 1 value = 1838.05 7051->7052 7053 squared_error = 0.0 samples = 1 value = 1838.15 7051->7053 7057 squared_error = 0.0 samples = 1 value = 1837.1 7056->7057 7058 Last <= 0.7 squared_error = 0.998 samples = 5 value = 1840.05 7056->7058 7059 Open <= 0.693 squared_error = 0.235 samples = 4 value = 1839.6 7058->7059 7066 squared_error = 0.0 samples = 1 value = 1841.85 7058->7066 7060 squared_error = 0.0 samples = 1 value = 1840.4 7059->7060 7061 Volume_lag_1d <= 0.01 squared_error = 0.029 samples = 3 value = 1839.333 7059->7061 7062 squared_error = 0.0 samples = 1 value = 1839.1 7061->7062 7063 Low <= 0.699 squared_error = 0.002 samples = 2 value = 1839.45 7061->7063 7064 squared_error = 0.0 samples = 1 value = 1839.4 7063->7064 7065 squared_error = 0.0 samples = 1 value = 1839.5 7063->7065 7068 squared_error = 0.0 samples = 1 value = 1846.25 7067->7068 7069 squared_error = 0.0 samples = 1 value = 1842.85 7067->7069 7071 Open <= 0.715 squared_error = 6.069 samples = 13 value = 1849.608 7070->7071 7096 Volume_lag_1d <= 0.016 squared_error = 2.735 samples = 8 value = 1853.856 7070->7096 7072 High <= 0.697 squared_error = 3.852 samples = 12 value = 1849.15 7071->7072 7095 squared_error = 0.0 samples = 1 value = 1855.1 7071->7095 7073 Prev Close <= 0.698 squared_error = 0.006 samples = 2 value = 1846.325 7072->7073 7076 Low <= 0.699 squared_error = 2.706 samples = 10 value = 1849.715 7072->7076 7074 squared_error = 0.0 samples = 1 value = 1846.25 7073->7074 7075 squared_error = 0.0 samples = 1 value = 1846.4 7073->7075 7077 VWAP <= 0.699 squared_error = 1.051 samples = 2 value = 1851.825 7076->7077 7080 VWAP <= 0.703 squared_error = 1.728 samples = 8 value = 1849.188 7076->7080 7078 squared_error = 0.0 samples = 1 value = 1852.85 7077->7078 7079 squared_error = 0.0 samples = 1 value = 1850.8 7077->7079 7081 High <= 0.699 squared_error = 1.525 samples = 6 value = 1848.792 7080->7081 7092 Open <= 0.706 squared_error = 0.456 samples = 2 value = 1850.375 7080->7092 7082 Prev Close <= 0.701 squared_error = 1.323 samples = 2 value = 1850.1 7081->7082 7085 Volume_lag_1d <= 0.015 squared_error = 0.343 samples = 4 value = 1848.137 7081->7085 7083 squared_error = 0.0 samples = 1 value = 1848.95 7082->7083 7084 squared_error = 0.0 samples = 1 value = 1851.25 7082->7084 7086 Last <= 0.702 squared_error = 0.107 samples = 3 value = 1848.433 7085->7086 7091 squared_error = 0.0 samples = 1 value = 1847.25 7085->7091 7087 Open <= 0.709 squared_error = 0.031 samples = 2 value = 1848.225 7086->7087 7090 squared_error = 0.0 samples = 1 value = 1848.85 7086->7090 7088 squared_error = 0.0 samples = 1 value = 1848.4 7087->7088 7089 squared_error = 0.0 samples = 1 value = 1848.05 7087->7089 7093 squared_error = 0.0 samples = 1 value = 1851.05 7092->7093 7094 squared_error = 0.0 samples = 1 value = 1849.7 7092->7094 7097 Prev Close <= 0.7 squared_error = 1.355 samples = 7 value = 1853.386 7096->7097 7110 squared_error = 0.0 samples = 1 value = 1857.15 7096->7110 7098 squared_error = 0.0 samples = 1 value = 1851.4 7097->7098 7099 Volume_lag_1d <= 0.006 squared_error = 0.814 samples = 6 value = 1853.717 7097->7099 7100 squared_error = 0.0 samples = 1 value = 1855.25 7099->7100 7101 Volume_lag_1d <= 0.015 squared_error = 0.412 samples = 5 value = 1853.41 7099->7101 7102 Low <= 0.703 squared_error = 0.144 samples = 4 value = 1853.138 7101->7102 7109 squared_error = 0.0 samples = 1 value = 1854.5 7101->7109 7103 squared_error = 0.0 samples = 1 value = 1853.7 7102->7103 7104 Low <= 0.706 squared_error = 0.052 samples = 3 value = 1852.95 7102->7104 7105 Open <= 0.708 squared_error = 0.01 samples = 2 value = 1853.1 7104->7105 7108 squared_error = 0.0 samples = 1 value = 1852.65 7104->7108 7106 squared_error = 0.0 samples = 1 value = 1853.2 7105->7106 7107 squared_error = 0.0 samples = 1 value = 1853.0 7105->7107 7112 Last <= 0.707 squared_error = 8.466 samples = 13 value = 1862.092 7111->7112 7137 Low <= 0.709 squared_error = 12.036 samples = 8 value = 1868.575 7111->7137 7113 Low <= 0.707 squared_error = 3.836 samples = 6 value = 1859.792 7112->7113 7124 High <= 0.707 squared_error = 4.009 samples = 7 value = 1864.064 7112->7124 7114 Prev Close <= 0.705 squared_error = 0.006 samples = 2 value = 1857.475 7113->7114 7117 Volume_lag_1d <= 0.009 squared_error = 1.726 samples = 4 value = 1860.95 7113->7117 7115 squared_error = 0.0 samples = 1 value = 1857.55 7114->7115 7116 squared_error = 0.0 samples = 1 value = 1857.4 7114->7116 7118 squared_error = 0.0 samples = 1 value = 1863.2 7117->7118 7119 Open <= 0.704 squared_error = 0.052 samples = 3 value = 1860.2 7117->7119 7120 squared_error = 0.0 samples = 1 value = 1859.9 7119->7120 7121 Low <= 0.708 squared_error = 0.01 samples = 2 value = 1860.35 7119->7121 7122 squared_error = 0.0 samples = 1 value = 1860.45 7121->7122 7123 squared_error = 0.0 samples = 1 value = 1860.25 7121->7123 7125 Low <= 0.71 squared_error = 1.622 samples = 5 value = 1863.08 7124->7125 7134 Prev Close <= 0.709 squared_error = 1.501 samples = 2 value = 1866.525 7124->7134 7126 High <= 0.704 squared_error = 0.105 samples = 4 value = 1863.7 7125->7126 7133 squared_error = -0.0 samples = 1 value = 1860.6 7125->7133 7127 squared_error = 0.0 samples = 1 value = 1864.2 7126->7127 7128 Last <= 0.709 squared_error = 0.029 samples = 3 value = 1863.533 7126->7128 7129 Low <= 0.709 squared_error = 0.003 samples = 2 value = 1863.65 7128->7129 7132 squared_error = -0.0 samples = 1 value = 1863.3 7128->7132 7130 squared_error = 0.0 samples = 1 value = 1863.7 7129->7130 7131 squared_error = -0.0 samples = 1 value = 1863.6 7129->7131 7135 squared_error = 0.0 samples = 1 value = 1867.75 7134->7135 7136 squared_error = -0.0 samples = 1 value = 1865.3 7134->7136 7138 High <= 0.71 squared_error = 3.482 samples = 3 value = 1865.1 7137->7138 7143 Open <= 0.714 squared_error = 5.576 samples = 5 value = 1870.66 7137->7143 7139 Low <= 0.708 squared_error = 0.902 samples = 2 value = 1866.3 7138->7139 7142 squared_error = 0.0 samples = 1 value = 1862.7 7138->7142 7140 squared_error = 0.0 samples = 1 value = 1867.25 7139->7140 7141 squared_error = 0.0 samples = 1 value = 1865.35 7139->7141 7144 VWAP <= 0.708 squared_error = 3.236 samples = 3 value = 1872.217 7143->7144 7149 VWAP <= 0.709 squared_error = 0.001 samples = 2 value = 1868.325 7143->7149 7145 squared_error = 0.0 samples = 1 value = 1869.95 7144->7145 7146 Last <= 0.711 squared_error = 1.0 samples = 2 value = 1873.35 7144->7146 7147 squared_error = 0.0 samples = 1 value = 1874.35 7146->7147 7148 squared_error = 0.0 samples = 1 value = 1872.35 7146->7148 7150 squared_error = 0.0 samples = 1 value = 1868.35 7149->7150 7151 squared_error = 0.0 samples = 1 value = 1868.3 7149->7151 7153 Last <= 0.718 squared_error = 48.629 samples = 26 value = 1881.921 7152->7153 7202 Last <= 0.726 squared_error = 25.086 samples = 16 value = 1910.078 7152->7202 7154 VWAP <= 0.709 squared_error = 15.264 samples = 16 value = 1877.541 7153->7154 7183 Last <= 0.72 squared_error = 22.187 samples = 10 value = 1888.93 7153->7183 7155 Prev Close <= 0.715 squared_error = 4.347 samples = 3 value = 1871.467 7154->7155 7160 VWAP <= 0.713 squared_error = 7.305 samples = 13 value = 1878.942 7154->7160 7156 Open <= 0.708 squared_error = 0.141 samples = 2 value = 1872.925 7155->7156 7159 squared_error = -0.0 samples = 1 value = 1868.55 7155->7159 7157 squared_error = 0.0 samples = 1 value = 1872.55 7156->7157 7158 squared_error = 0.0 samples = 1 value = 1873.3 7156->7158 7161 VWAP <= 0.712 squared_error = 2.756 samples = 7 value = 1876.943 7160->7161 7172 Open <= 0.717 squared_error = 2.507 samples = 6 value = 1881.275 7160->7172 7162 VWAP <= 0.711 squared_error = 0.843 samples = 6 value = 1877.525 7161->7162 7171 squared_error = 0.0 samples = 1 value = 1873.45 7161->7171 7163 Open <= 0.706 squared_error = 0.368 samples = 4 value = 1877.0 7162->7163 7168 Open <= 0.71 squared_error = 0.141 samples = 2 value = 1878.575 7162->7168 7164 squared_error = 0.0 samples = 1 value = 1878.05 7163->7164 7165 Volume_lag_1d <= 0.01 squared_error = 0.0 samples = 3 value = 1876.65 7163->7165 7166 squared_error = 0.0 samples = 1 value = 1876.65 7165->7166 7167 squared_error = -0.0 samples = 2 value = 1876.65 7165->7167 7169 squared_error = 0.0 samples = 1 value = 1878.95 7168->7169 7170 squared_error = 0.0 samples = 1 value = 1878.2 7168->7170 7173 Prev Close <= 0.713 squared_error = 0.98 samples = 4 value = 1880.312 7172->7173 7180 Last <= 0.716 squared_error = 0.003 samples = 2 value = 1883.2 7172->7180 7174 VWAP <= 0.713 squared_error = 0.004 samples = 3 value = 1880.883 7173->7174 7179 squared_error = 0.0 samples = 1 value = 1878.6 7173->7179 7175 squared_error = 0.0 samples = 1 value = 1880.8 7174->7175 7176 High <= 0.716 squared_error = 0.001 samples = 2 value = 1880.925 7174->7176 7177 squared_error = 0.0 samples = 1 value = 1880.9 7176->7177 7178 squared_error = -0.0 samples = 1 value = 1880.95 7176->7178 7181 squared_error = 0.0 samples = 1 value = 1883.15 7180->7181 7182 squared_error = 0.0 samples = 1 value = 1883.25 7180->7182 7184 High <= 0.716 squared_error = 0.708 samples = 5 value = 1884.9 7183->7184 7193 High <= 0.719 squared_error = 11.183 samples = 5 value = 1892.96 7183->7193 7185 VWAP <= 0.715 squared_error = 0.042 samples = 3 value = 1884.233 7184->7185 7190 VWAP <= 0.717 squared_error = 0.04 samples = 2 value = 1885.9 7184->7190 7186 Volume_lag_1d <= 0.014 squared_error = 0.01 samples = 2 value = 1884.1 7185->7186 7189 squared_error = 0.0 samples = 1 value = 1884.5 7185->7189 7187 squared_error = 0.0 samples = 1 value = 1884.2 7186->7187 7188 squared_error = 0.0 samples = 1 value = 1884.0 7186->7188 7191 squared_error = 0.0 samples = 1 value = 1886.1 7190->7191 7192 squared_error = -0.0 samples = 1 value = 1885.7 7190->7192 7194 Prev Close <= 0.721 squared_error = 2.871 samples = 3 value = 1890.517 7193->7194 7199 Prev Close <= 0.719 squared_error = 1.266 samples = 2 value = 1896.625 7193->7199 7195 squared_error = 0.0 samples = 1 value = 1892.6 7194->7195 7196 High <= 0.717 squared_error = 1.051 samples = 2 value = 1889.475 7194->7196 7197 squared_error = 0.0 samples = 1 value = 1888.45 7196->7197 7198 squared_error = 0.0 samples = 1 value = 1890.5 7196->7198 7200 squared_error = 0.0 samples = 1 value = 1897.75 7199->7200 7201 squared_error = 0.0 samples = 1 value = 1895.5 7199->7201 7203 Low <= 0.725 squared_error = 7.119 samples = 5 value = 1904.32 7202->7203 7212 High <= 0.723 squared_error = 11.332 samples = 11 value = 1912.695 7202->7212 7204 Low <= 0.723 squared_error = 1.756 samples = 2 value = 1901.475 7203->7204 7207 Last <= 0.725 squared_error = 1.701 samples = 3 value = 1906.217 7203->7207 7205 squared_error = 0.0 samples = 1 value = 1900.15 7204->7205 7206 squared_error = 0.0 samples = 1 value = 1902.8 7204->7206 7208 squared_error = 0.0 samples = 1 value = 1904.4 7207->7208 7209 Low <= 0.726 squared_error = 0.076 samples = 2 value = 1907.125 7207->7209 7210 squared_error = 0.0 samples = 1 value = 1907.4 7209->7210 7211 squared_error = 0.0 samples = 1 value = 1906.85 7209->7211 7213 VWAP <= 0.72 squared_error = 2.723 samples = 2 value = 1907.25 7212->7213 7216 Low <= 0.728 squared_error = 5.191 samples = 9 value = 1913.906 7212->7216 7214 squared_error = 0.0 samples = 1 value = 1905.6 7213->7214 7215 squared_error = 0.0 samples = 1 value = 1908.9 7213->7215 7217 Volume_lag_1d <= 0.008 squared_error = 2.693 samples = 7 value = 1913.207 7216->7217 7230 Open <= 0.73 squared_error = 6.25 samples = 2 value = 1916.35 7216->7230 7218 Open <= 0.725 squared_error = 1.924 samples = 3 value = 1914.733 7217->7218 7223 VWAP <= 0.725 squared_error = 0.213 samples = 4 value = 1912.062 7217->7223 7219 Last <= 0.728 squared_error = 0.226 samples = 2 value = 1915.675 7218->7219 7222 squared_error = -0.0 samples = 1 value = 1912.85 7218->7222 7220 squared_error = 0.0 samples = 1 value = 1915.2 7219->7220 7221 squared_error = -0.0 samples = 1 value = 1916.15 7219->7221 7224 Volume_lag_1d <= 0.022 squared_error = 0.01 samples = 2 value = 1911.65 7223->7224 7227 Open <= 0.734 squared_error = 0.076 samples = 2 value = 1912.475 7223->7227 7225 squared_error = 0.0 samples = 1 value = 1911.55 7224->7225 7226 squared_error = -0.0 samples = 1 value = 1911.75 7224->7226 7228 squared_error = 0.0 samples = 1 value = 1912.75 7227->7228 7229 squared_error = 0.0 samples = 1 value = 1912.2 7227->7229 7231 squared_error = 0.0 samples = 1 value = 1918.85 7230->7231 7232 squared_error = 0.0 samples = 1 value = 1913.85 7230->7232 7234 Last <= 0.751 squared_error = 649.733 samples = 101 value = 1963.54 7233->7234 7435 Last <= 0.791 squared_error = 585.939 samples = 90 value = 2062.539 7233->7435 7235 Last <= 0.741 squared_error = 154.135 samples = 54 value = 1943.144 7234->7235 7342 Last <= 0.758 squared_error = 192.085 samples = 47 value = 1986.973 7234->7342 7236 Last <= 0.738 squared_error = 51.71 samples = 27 value = 1932.839 7235->7236 7289 Last <= 0.743 squared_error = 44.152 samples = 27 value = 1953.45 7235->7289 7237 Volume_lag_1d <= 0.01 squared_error = 22.564 samples = 16 value = 1928.122 7236->7237 7268 Low <= 0.735 squared_error = 14.664 samples = 11 value = 1939.7 7236->7268 7238 High <= 0.737 squared_error = 4.078 samples = 8 value = 1932.081 7237->7238 7253 Last <= 0.733 squared_error = 9.697 samples = 8 value = 1924.162 7237->7253 7239 Last <= 0.735 squared_error = 3.993 samples = 4 value = 1930.725 7238->7239 7246 Volume_lag_1d <= 0.006 squared_error = 0.484 samples = 4 value = 1933.438 7238->7246 7240 VWAP <= 0.731 squared_error = 0.001 samples = 2 value = 1928.825 7239->7240 7243 High <= 0.736 squared_error = 0.766 samples = 2 value = 1932.625 7239->7243 7241 squared_error = 0.0 samples = 1 value = 1928.8 7240->7241 7242 squared_error = 0.0 samples = 1 value = 1928.85 7240->7242 7244 squared_error = 0.0 samples = 1 value = 1933.5 7243->7244 7245 squared_error = 0.0 samples = 1 value = 1931.75 7243->7245 7247 Prev Close <= 0.745 squared_error = 0.001 samples = 2 value = 1934.125 7246->7247 7250 Low <= 0.739 squared_error = 0.023 samples = 2 value = 1932.75 7246->7250 7248 squared_error = 0.0 samples = 1 value = 1934.15 7247->7248 7249 squared_error = 0.0 samples = 1 value = 1934.1 7247->7249 7251 squared_error = 0.0 samples = 1 value = 1932.9 7250->7251 7252 squared_error = 0.0 samples = 1 value = 1932.6 7250->7252 7254 High <= 0.739 squared_error = 0.016 samples = 3 value = 1920.883 7253->7254 7259 Volume_lag_1d <= 0.011 squared_error = 5.184 samples = 5 value = 1926.13 7253->7259 7255 VWAP <= 0.731 squared_error = 0.003 samples = 2 value = 1920.8 7254->7255 7258 squared_error = -0.0 samples = 1 value = 1921.05 7254->7258 7256 squared_error = 0.0 samples = 1 value = 1920.85 7255->7256 7257 squared_error = 0.0 samples = 1 value = 1920.75 7255->7257 7260 squared_error = 0.0 samples = 1 value = 1930.25 7259->7260 7261 High <= 0.733 squared_error = 1.175 samples = 4 value = 1925.1 7259->7261 7262 squared_error = 0.0 samples = 1 value = 1923.4 7261->7262 7263 Prev Close <= 0.742 squared_error = 0.282 samples = 3 value = 1925.667 7261->7263 7264 squared_error = 0.0 samples = 1 value = 1925.0 7263->7264 7265 Volume_lag_1d <= 0.047 squared_error = 0.09 samples = 2 value = 1926.0 7263->7265 7266 squared_error = 0.0 samples = 1 value = 1926.3 7265->7266 7267 squared_error = -0.0 samples = 1 value = 1925.7 7265->7267 7269 Low <= 0.722 squared_error = 3.345 samples = 4 value = 1936.638 7268->7269 7276 Low <= 0.74 squared_error = 12.709 samples = 7 value = 1941.45 7268->7276 7270 VWAP <= 0.734 squared_error = 0.601 samples = 2 value = 1934.975 7269->7270 7273 Prev Close <= 0.742 squared_error = 0.562 samples = 2 value = 1938.3 7269->7273 7271 squared_error = 0.0 samples = 1 value = 1934.2 7270->7271 7272 squared_error = 0.0 samples = 1 value = 1935.75 7270->7272 7274 squared_error = 0.0 samples = 1 value = 1939.05 7273->7274 7275 squared_error = -0.0 samples = 1 value = 1937.55 7273->7275 7277 Last <= 0.741 squared_error = 0.551 samples = 3 value = 1945.283 7276->7277 7282 High <= 0.744 squared_error = 2.542 samples = 4 value = 1938.575 7276->7282 7278 Last <= 0.74 squared_error = 0.051 samples = 2 value = 1944.775 7277->7278 7281 squared_error = -0.0 samples = 1 value = 1946.3 7277->7281 7279 squared_error = 0.0 samples = 1 value = 1944.55 7278->7279 7280 squared_error = -0.0 samples = 1 value = 1945.0 7278->7280 7283 VWAP <= 0.739 squared_error = 1.0 samples = 2 value = 1940.0 7282->7283 7286 Volume_lag_1d <= 0.006 squared_error = 0.022 samples = 2 value = 1937.15 7282->7286 7284 squared_error = 0.0 samples = 1 value = 1939.0 7283->7284 7285 squared_error = 0.0 samples = 1 value = 1941.0 7283->7285 7287 squared_error = 0.0 samples = 1 value = 1937.0 7286->7287 7288 squared_error = -0.0 samples = 1 value = 1937.3 7286->7288 7290 VWAP <= 0.746 squared_error = 24.138 samples = 9 value = 1947.083 7289->7290 7307 High <= 0.746 squared_error = 23.758 samples = 18 value = 1956.633 7289->7307 7291 Open <= 0.744 squared_error = 6.872 samples = 7 value = 1944.893 7290->7291 7304 High <= 0.757 squared_error = 9.0 samples = 2 value = 1954.75 7290->7304 7292 VWAP <= 0.74 squared_error = 2.309 samples = 3 value = 1942.333 7291->7292 7297 Volume_lag_1d <= 0.006 squared_error = 1.695 samples = 4 value = 1946.812 7291->7297 7293 Volume_lag_1d <= 0.029 squared_error = 0.562 samples = 2 value = 1941.35 7292->7293 7296 squared_error = -0.0 samples = 1 value = 1944.3 7292->7296 7294 squared_error = 0.0 samples = 1 value = 1942.1 7293->7294 7295 squared_error = 0.0 samples = 1 value = 1940.6 7293->7295 7298 Last <= 0.742 squared_error = 0.022 samples = 2 value = 1945.55 7297->7298 7301 VWAP <= 0.743 squared_error = 0.181 samples = 2 value = 1948.075 7297->7301 7299 squared_error = 0.0 samples = 1 value = 1945.4 7298->7299 7300 squared_error = -0.0 samples = 1 value = 1945.7 7298->7300 7302 squared_error = 0.0 samples = 1 value = 1948.5 7301->7302 7303 squared_error = 0.0 samples = 1 value = 1947.65 7301->7303 7305 squared_error = 0.0 samples = 1 value = 1951.75 7304->7305 7306 squared_error = 0.0 samples = 1 value = 1957.75 7304->7306 7308 Last <= 0.746 squared_error = 8.691 samples = 12 value = 1953.854 7307->7308 7331 Open <= 0.746 squared_error = 7.55 samples = 6 value = 1962.192 7307->7331 7309 Low <= 0.732 squared_error = 0.845 samples = 5 value = 1951.02 7308->7309 7318 Volume_lag_1d <= 0.007 squared_error = 4.461 samples = 7 value = 1955.879 7308->7318 7310 squared_error = 0.0 samples = 1 value = 1949.45 7309->7310 7311 Last <= 0.744 squared_error = 0.285 samples = 4 value = 1951.412 7309->7311 7312 squared_error = 0.0 samples = 1 value = 1952.2 7311->7312 7313 Volume_lag_1d <= 0.015 squared_error = 0.105 samples = 3 value = 1951.15 7311->7313 7314 squared_error = 0.0 samples = 1 value = 1950.7 7313->7314 7315 Volume_lag_1d <= 0.023 squared_error = 0.006 samples = 2 value = 1951.375 7313->7315 7316 squared_error = 0.0 samples = 1 value = 1951.3 7315->7316 7317 squared_error = 0.0 samples = 1 value = 1951.45 7315->7317 7319 Prev Close <= 0.744 squared_error = 1.562 samples = 2 value = 1952.95 7318->7319 7322 Last <= 0.749 squared_error = 0.817 samples = 5 value = 1957.05 7318->7322 7320 squared_error = 0.0 samples = 1 value = 1954.2 7319->7320 7321 squared_error = 0.0 samples = 1 value = 1951.7 7319->7321 7323 VWAP <= 0.744 squared_error = 0.644 samples = 3 value = 1956.517 7322->7323 7328 Prev Close <= 0.738 squared_error = 0.01 samples = 2 value = 1957.85 7322->7328 7324 VWAP <= 0.741 squared_error = 0.002 samples = 2 value = 1955.95 7323->7324 7327 squared_error = 0.0 samples = 1 value = 1957.65 7323->7327 7325 squared_error = 0.0 samples = 1 value = 1955.9 7324->7325 7326 squared_error = 0.0 samples = 1 value = 1956.0 7324->7326 7329 squared_error = 0.0 samples = 1 value = 1957.75 7328->7329 7330 squared_error = 0.0 samples = 1 value = 1957.95 7328->7330 7332 High <= 0.751 squared_error = 0.317 samples = 3 value = 1964.517 7331->7332 7337 Low <= 0.747 squared_error = 3.971 samples = 3 value = 1959.867 7331->7337 7333 Prev Close <= 0.738 squared_error = 0.016 samples = 2 value = 1964.125 7332->7333 7336 squared_error = -0.0 samples = 1 value = 1965.3 7332->7336 7334 squared_error = 0.0 samples = 1 value = 1964.0 7333->7334 7335 squared_error = 0.0 samples = 1 value = 1964.25 7333->7335 7338 squared_error = 0.0 samples = 1 value = 1957.05 7337->7338 7339 VWAP <= 0.75 squared_error = 0.006 samples = 2 value = 1961.275 7337->7339 7340 squared_error = 0.0 samples = 1 value = 1961.2 7339->7340 7341 squared_error = -0.0 samples = 1 value = 1961.35 7339->7341 7343 Last <= 0.754 squared_error = 24.389 samples = 19 value = 1972.287 7342->7343 7380 Last <= 0.764 squared_error = 60.195 samples = 28 value = 1996.939 7342->7380 7344 VWAP <= 0.75 squared_error = 5.572 samples = 11 value = 1968.573 7343->7344 7365 Open <= 0.744 squared_error = 5.214 samples = 8 value = 1977.394 7343->7365 7345 Low <= 0.678 squared_error = 1.577 samples = 7 value = 1967.514 7344->7345 7358 High <= 0.751 squared_error = 7.171 samples = 4 value = 1970.425 7344->7358 7346 squared_error = 0.0 samples = 1 value = 1965.05 7345->7346 7347 Volume_lag_1d <= 0.012 squared_error = 0.659 samples = 6 value = 1967.925 7345->7347 7348 squared_error = 0.0 samples = 1 value = 1969.5 7347->7348 7349 High <= 0.75 squared_error = 0.195 samples = 5 value = 1967.61 7347->7349 7350 Last <= 0.752 squared_error = 0.022 samples = 2 value = 1968.05 7349->7350 7353 VWAP <= 0.749 squared_error = 0.096 samples = 3 value = 1967.317 7349->7353 7351 squared_error = 0.0 samples = 1 value = 1968.2 7350->7351 7352 squared_error = -0.0 samples = 1 value = 1967.9 7350->7352 7354 Last <= 0.752 squared_error = 0.002 samples = 2 value = 1967.1 7353->7354 7357 squared_error = -0.0 samples = 1 value = 1967.75 7353->7357 7355 squared_error = 0.0 samples = 1 value = 1967.05 7354->7355 7356 squared_error = 0.0 samples = 1 value = 1967.15 7354->7356 7359 squared_error = 0.0 samples = 1 value = 1974.95 7358->7359 7360 Prev Close <= 0.763 squared_error = 0.461 samples = 3 value = 1968.917 7358->7360 7361 Low <= 0.752 squared_error = 0.106 samples = 2 value = 1968.475 7360->7361 7364 squared_error = -0.0 samples = 1 value = 1969.8 7360->7364 7362 squared_error = 0.0 samples = 1 value = 1968.15 7361->7362 7363 squared_error = 0.0 samples = 1 value = 1968.8 7361->7363 7366 squared_error = 0.0 samples = 1 value = 1981.85 7365->7366 7367 Volume_lag_1d <= 0.021 squared_error = 2.717 samples = 7 value = 1976.757 7365->7367 7368 VWAP <= 0.755 squared_error = 1.659 samples = 4 value = 1977.85 7367->7368 7375 Last <= 0.756 squared_error = 0.412 samples = 3 value = 1975.3 7367->7375 7369 Last <= 0.757 squared_error = 0.331 samples = 2 value = 1978.975 7368->7369 7372 Volume_lag_1d <= 0.011 squared_error = 0.456 samples = 2 value = 1976.725 7368->7372 7370 squared_error = 0.0 samples = 1 value = 1978.4 7369->7370 7371 squared_error = 0.0 samples = 1 value = 1979.55 7369->7371 7373 squared_error = 0.0 samples = 1 value = 1976.05 7372->7373 7374 squared_error = 0.0 samples = 1 value = 1977.4 7372->7374 7376 Low <= 0.747 squared_error = 0.076 samples = 2 value = 1974.875 7375->7376 7379 squared_error = 0.0 samples = 1 value = 1976.15 7375->7379 7377 squared_error = 0.0 samples = 1 value = 1975.15 7376->7377 7378 squared_error = 0.0 samples = 1 value = 1974.6 7376->7378 7381 Open <= 0.755 squared_error = 15.402 samples = 16 value = 1991.403 7380->7381 7412 High <= 0.789 squared_error = 24.567 samples = 12 value = 2004.321 7380->7412 7382 Prev Close <= 0.751 squared_error = 3.235 samples = 5 value = 1986.94 7381->7382 7391 Last <= 0.763 squared_error = 7.763 samples = 11 value = 1993.432 7381->7391 7383 Low <= 0.751 squared_error = 2.269 samples = 3 value = 1988.033 7382->7383 7388 Prev Close <= 0.758 squared_error = 0.202 samples = 2 value = 1985.3 7382->7388 7384 squared_error = 0.0 samples = 1 value = 1986.0 7383->7384 7385 Last <= 0.759 squared_error = 0.302 samples = 2 value = 1989.05 7383->7385 7386 squared_error = 0.0 samples = 1 value = 1989.6 7385->7386 7387 squared_error = 0.0 samples = 1 value = 1988.5 7385->7387 7389 squared_error = 0.0 samples = 1 value = 1985.75 7388->7389 7390 squared_error = -0.0 samples = 1 value = 1984.85 7388->7390 7392 Volume_lag_1d <= 0.021 squared_error = 0.874 samples = 7 value = 1991.807 7391->7392 7405 Last <= 0.763 squared_error = 7.116 samples = 4 value = 1996.275 7391->7405 7393 Low <= 0.763 squared_error = 1.022 samples = 4 value = 1991.363 7392->7393 7400 Open <= 0.766 squared_error = 0.062 samples = 3 value = 1992.4 7392->7400 7394 Open <= 0.761 squared_error = 0.412 samples = 3 value = 1991.85 7393->7394 7399 squared_error = 0.0 samples = 1 value = 1989.9 7393->7399 7395 squared_error = 0.0 samples = 1 value = 1992.7 7394->7395 7396 Last <= 0.761 squared_error = 0.076 samples = 2 value = 1991.425 7394->7396 7397 squared_error = 0.0 samples = 1 value = 1991.15 7396->7397 7398 squared_error = -0.0 samples = 1 value = 1991.7 7396->7398 7401 squared_error = 0.0 samples = 1 value = 1992.75 7400->7401 7402 Prev Close <= 0.767 squared_error = 0.001 samples = 2 value = 1992.225 7400->7402 7403 squared_error = 0.0 samples = 1 value = 1992.25 7402->7403 7404 squared_error = 0.0 samples = 1 value = 1992.2 7402->7404 7406 squared_error = 0.0 samples = 1 value = 2000.45 7405->7406 7407 Last <= 0.764 squared_error = 1.741 samples = 3 value = 1994.883 7405->7407 7408 Volume_lag_1d <= 0.015 squared_error = 0.09 samples = 2 value = 1995.8 7407->7408 7411 squared_error = -0.0 samples = 1 value = 1993.05 7407->7411 7409 squared_error = 0.0 samples = 1 value = 1996.1 7408->7409 7410 squared_error = -0.0 samples = 1 value = 1995.5 7408->7410 7413 Last <= 0.766 squared_error = 8.915 samples = 11 value = 2003.1 7412->7413 7434 squared_error = 0.0 samples = 1 value = 2017.75 7412->7434 7414 Prev Close <= 0.762 squared_error = 1.288 samples = 4 value = 1999.725 7413->7414 7421 Volume_lag_1d <= 0.012 squared_error = 3.045 samples = 7 value = 2005.029 7413->7421 7415 Open <= 0.757 squared_error = 0.155 samples = 3 value = 1999.1 7414->7415 7420 squared_error = -0.0 samples = 1 value = 2001.6 7414->7420 7416 squared_error = 0.0 samples = 1 value = 1999.65 7415->7416 7417 Last <= 0.765 squared_error = 0.006 samples = 2 value = 1998.825 7415->7417 7418 squared_error = 0.0 samples = 1 value = 1998.9 7417->7418 7419 squared_error = 0.0 samples = 1 value = 1998.75 7417->7419 7422 Last <= 0.768 squared_error = 0.002 samples = 2 value = 2002.8 7421->7422 7425 Last <= 0.769 squared_error = 1.481 samples = 5 value = 2005.92 7421->7425 7423 squared_error = 0.0 samples = 1 value = 2002.85 7422->7423 7424 squared_error = 0.0 samples = 1 value = 2002.75 7422->7424 7426 Last <= 0.767 squared_error = 0.433 samples = 4 value = 2005.388 7425->7426 7433 squared_error = -0.0 samples = 1 value = 2008.05 7425->7433 7427 squared_error = 0.0 samples = 1 value = 2004.3 7426->7427 7428 Volume_lag_1d <= 0.031 squared_error = 0.052 samples = 3 value = 2005.75 7426->7428 7429 Prev Close <= 0.767 squared_error = 0.01 samples = 2 value = 2005.6 7428->7429 7432 squared_error = 0.0 samples = 1 value = 2006.05 7428->7432 7430 squared_error = 0.0 samples = 1 value = 2005.7 7429->7430 7431 squared_error = 0.0 samples = 1 value = 2005.5 7429->7431 7436 Last <= 0.78 squared_error = 213.638 samples = 45 value = 2041.703 7435->7436 7523 Last <= 0.798 squared_error = 90.0 samples = 45 value = 2083.374 7435->7523 7437 Last <= 0.776 squared_error = 61.343 samples = 14 value = 2023.254 7436->7437 7462 Last <= 0.785 squared_error = 59.266 samples = 31 value = 2050.035 7436->7462 7438 Low <= 0.771 squared_error = 13.093 samples = 7 value = 2016.307 7437->7438 7451 Prev Close <= 0.768 squared_error = 13.086 samples = 7 value = 2030.2 7437->7451 7439 VWAP <= 0.769 squared_error = 2.553 samples = 4 value = 2013.438 7438->7439 7446 Prev Close <= 0.77 squared_error = 1.527 samples = 3 value = 2020.133 7438->7446 7440 Last <= 0.772 squared_error = 0.022 samples = 2 value = 2012.0 7439->7440 7443 Prev Close <= 0.77 squared_error = 0.951 samples = 2 value = 2014.875 7439->7443 7441 squared_error = 0.0 samples = 1 value = 2012.15 7440->7441 7442 squared_error = 0.0 samples = 1 value = 2011.85 7440->7442 7444 squared_error = 0.0 samples = 1 value = 2013.9 7443->7444 7445 squared_error = 0.0 samples = 1 value = 2015.85 7443->7445 7447 squared_error = 0.0 samples = 1 value = 2021.75 7446->7447 7448 Low <= 0.771 squared_error = 0.331 samples = 2 value = 2019.325 7446->7448 7449 squared_error = 0.0 samples = 1 value = 2018.75 7448->7449 7450 squared_error = -0.0 samples = 1 value = 2019.9 7448->7450 7452 squared_error = 0.0 samples = 1 value = 2022.3 7451->7452 7453 VWAP <= 0.778 squared_error = 3.132 samples = 6 value = 2031.517 7451->7453 7454 Last <= 0.778 squared_error = 0.734 samples = 4 value = 2030.45 7453->7454 7459 Open <= 0.784 squared_error = 1.102 samples = 2 value = 2033.65 7453->7459 7455 squared_error = 0.0 samples = 2 value = 2029.6 7454->7455 7456 VWAP <= 0.777 squared_error = 0.022 samples = 2 value = 2031.3 7454->7456 7457 squared_error = 0.0 samples = 1 value = 2031.15 7456->7457 7458 squared_error = -0.0 samples = 1 value = 2031.45 7456->7458 7460 squared_error = 0.0 samples = 1 value = 2032.6 7459->7460 7461 squared_error = -0.0 samples = 1 value = 2034.7 7459->7461 7463 Prev Close <= 0.784 squared_error = 19.356 samples = 12 value = 2042.45 7462->7463 7486 Last <= 0.79 squared_error = 25.179 samples = 19 value = 2054.826 7462->7486 7464 Volume_lag_1d <= 0.016 squared_error = 5.067 samples = 5 value = 2038.7 7463->7464 7473 Volume_lag_1d <= 0.006 squared_error = 12.343 samples = 7 value = 2045.129 7463->7473 7465 High <= 0.782 squared_error = 2.061 samples = 3 value = 2040.217 7464->7465 7470 Prev Close <= 0.772 squared_error = 0.951 samples = 2 value = 2036.425 7464->7470 7466 squared_error = 0.0 samples = 1 value = 2042.2 7465->7466 7467 Open <= 0.79 squared_error = 0.141 samples = 2 value = 2039.225 7465->7467 7468 squared_error = 0.0 samples = 1 value = 2038.85 7467->7468 7469 squared_error = 0.0 samples = 1 value = 2039.6 7467->7469 7471 squared_error = 0.0 samples = 1 value = 2035.45 7470->7471 7472 squared_error = -0.0 samples = 1 value = 2037.4 7470->7472 7474 squared_error = 0.0 samples = 1 value = 2038.95 7473->7474 7475 Low <= 0.786 squared_error = 6.977 samples = 6 value = 2046.158 7473->7475 7476 Volume_lag_1d <= 0.017 squared_error = 2.976 samples = 5 value = 2045.21 7475->7476 7485 squared_error = 0.0 samples = 1 value = 2050.9 7475->7485 7477 Last <= 0.782 squared_error = 1.103 samples = 2 value = 2043.35 7476->7477 7480 VWAP <= 0.777 squared_error = 0.382 samples = 3 value = 2046.45 7476->7480 7478 squared_error = 0.0 samples = 1 value = 2044.4 7477->7478 7479 squared_error = 0.0 samples = 1 value = 2042.3 7477->7479 7481 squared_error = 0.0 samples = 1 value = 2047.3 7480->7481 7482 Volume_lag_1d <= 0.035 squared_error = 0.031 samples = 2 value = 2046.025 7480->7482 7483 squared_error = 0.0 samples = 1 value = 2045.85 7482->7483 7484 squared_error = -0.0 samples = 1 value = 2046.2 7482->7484 7487 Last <= 0.79 squared_error = 20.275 samples = 15 value = 2053.3 7486->7487 7516 Low <= 0.79 squared_error = 2.073 samples = 4 value = 2060.55 7486->7516 7488 Last <= 0.788 squared_error = 12.209 samples = 14 value = 2054.096 7487->7488 7515 squared_error = 0.0 samples = 1 value = 2042.15 7487->7515 7489 Volume_lag_1d <= 0.023 squared_error = 2.51 samples = 8 value = 2051.387 7488->7489 7504 Prev Close <= 0.774 squared_error = 2.31 samples = 6 value = 2057.708 7488->7504 7490 Low <= 0.782 squared_error = 1.87 samples = 6 value = 2051.992 7489->7490 7501 Volume_lag_1d <= 0.029 squared_error = 0.051 samples = 2 value = 2049.575 7489->7501 7491 squared_error = 0.0 samples = 1 value = 2049.55 7490->7491 7492 VWAP <= 0.789 squared_error = 0.813 samples = 5 value = 2052.48 7490->7492 7493 Low <= 0.783 squared_error = 0.029 samples = 3 value = 2051.967 7492->7493 7498 Prev Close <= 0.784 squared_error = 1.0 samples = 2 value = 2053.25 7492->7498 7494 squared_error = 0.0 samples = 1 value = 2052.2 7493->7494 7495 Low <= 0.786 squared_error = 0.002 samples = 2 value = 2051.85 7493->7495 7496 squared_error = 0.0 samples = 1 value = 2051.9 7495->7496 7497 squared_error = -0.0 samples = 1 value = 2051.8 7495->7497 7499 squared_error = 0.0 samples = 1 value = 2052.25 7498->7499 7500 squared_error = 0.0 samples = 1 value = 2054.25 7498->7500 7502 squared_error = 0.0 samples = 1 value = 2049.35 7501->7502 7503 squared_error = 0.0 samples = 1 value = 2049.8 7501->7503 7505 squared_error = 0.0 samples = 1 value = 2060.95 7504->7505 7506 Last <= 0.789 squared_error = 0.25 samples = 5 value = 2057.06 7504->7506 7507 squared_error = 0.0 samples = 1 value = 2056.15 7506->7507 7508 High <= 0.784 squared_error = 0.054 samples = 4 value = 2057.288 7506->7508 7509 squared_error = 0.0 samples = 1 value = 2056.95 7508->7509 7510 VWAP <= 0.789 squared_error = 0.022 samples = 3 value = 2057.4 7508->7510 7511 VWAP <= 0.784 squared_error = 0.002 samples = 2 value = 2057.3 7510->7511 7514 squared_error = 0.0 samples = 1 value = 2057.6 7510->7514 7512 squared_error = 0.0 samples = 1 value = 2057.25 7511->7512 7513 squared_error = -0.0 samples = 1 value = 2057.35 7511->7513 7517 Low <= 0.777 squared_error = 0.01 samples = 2 value = 2059.2 7516->7517 7520 High <= 0.793 squared_error = 0.49 samples = 2 value = 2061.9 7516->7520 7518 squared_error = 0.0 samples = 1 value = 2059.3 7517->7518 7519 squared_error = 0.0 samples = 1 value = 2059.1 7517->7519 7521 squared_error = 0.0 samples = 1 value = 2061.2 7520->7521 7522 squared_error = 0.0 samples = 1 value = 2062.6 7520->7522 7524 Last <= 0.795 squared_error = 26.982 samples = 13 value = 2071.381 7523->7524 7549 Last <= 0.802 squared_error = 33.422 samples = 32 value = 2088.247 7523->7549 7525 VWAP <= 0.793 squared_error = 9.823 samples = 7 value = 2067.386 7524->7525 7538 High <= 0.794 squared_error = 6.655 samples = 6 value = 2076.042 7524->7538 7526 Low <= 0.787 squared_error = 2.886 samples = 5 value = 2065.72 7525->7526 7535 Prev Close <= 0.804 squared_error = 2.89 samples = 2 value = 2071.55 7525->7535 7527 Volume_lag_1d <= 0.133 squared_error = 0.04 samples = 2 value = 2063.8 7526->7527 7530 VWAP <= 0.792 squared_error = 0.687 samples = 3 value = 2067.0 7526->7530 7528 squared_error = 0.0 samples = 1 value = 2064.0 7527->7528 7529 squared_error = -0.0 samples = 1 value = 2063.6 7527->7529 7531 Volume_lag_1d <= 0.014 squared_error = 0.123 samples = 2 value = 2066.45 7530->7531 7534 squared_error = 0.0 samples = 1 value = 2068.1 7530->7534 7532 squared_error = 0.0 samples = 1 value = 2066.8 7531->7532 7533 squared_error = 0.0 samples = 1 value = 2066.1 7531->7533 7536 squared_error = 0.0 samples = 1 value = 2069.85 7535->7536 7537 squared_error = -0.0 samples = 1 value = 2073.25 7535->7537 7539 Last <= 0.797 squared_error = 0.09 samples = 2 value = 2072.85 7538->7539 7542 Low <= 0.787 squared_error = 2.298 samples = 4 value = 2077.637 7538->7542 7540 squared_error = 0.0 samples = 1 value = 2072.55 7539->7540 7541 squared_error = -0.0 samples = 1 value = 2073.15 7539->7541 7543 squared_error = 0.0 samples = 1 value = 2079.95 7542->7543 7544 Volume_lag_1d <= 0.015 squared_error = 0.687 samples = 3 value = 2076.867 7542->7544 7545 squared_error = 0.0 samples = 1 value = 2075.7 7544->7545 7546 Low <= 0.799 squared_error = 0.01 samples = 2 value = 2077.45 7544->7546 7547 squared_error = 0.0 samples = 1 value = 2077.35 7546->7547 7548 squared_error = 0.0 samples = 1 value = 2077.55 7546->7548 7550 VWAP <= 0.798 squared_error = 12.587 samples = 16 value = 2083.603 7549->7550 7581 Last <= 0.802 squared_error = 11.128 samples = 16 value = 2092.891 7549->7581 7551 Low <= 0.795 squared_error = 13.719 samples = 6 value = 2081.3 7550->7551 7562 Last <= 0.798 squared_error = 6.815 samples = 10 value = 2084.985 7550->7562 7552 High <= 0.796 squared_error = 0.16 samples = 2 value = 2085.7 7551->7552 7555 Prev Close <= 0.803 squared_error = 5.979 samples = 4 value = 2079.1 7551->7555 7553 squared_error = 0.0 samples = 1 value = 2085.3 7552->7553 7554 squared_error = 0.0 samples = 1 value = 2086.1 7552->7554 7556 VWAP <= 0.797 squared_error = 0.601 samples = 2 value = 2081.225 7555->7556 7559 Open <= 0.807 squared_error = 2.326 samples = 2 value = 2076.975 7555->7559 7557 squared_error = 0.0 samples = 1 value = 2080.45 7556->7557 7558 squared_error = 0.0 samples = 1 value = 2082.0 7556->7558 7560 squared_error = 0.0 samples = 1 value = 2078.5 7559->7560 7561 squared_error = 0.0 samples = 1 value = 2075.45 7559->7561 7563 squared_error = 0.0 samples = 1 value = 2089.5 7562->7563 7564 Last <= 0.799 squared_error = 5.056 samples = 9 value = 2084.483 7562->7564 7565 squared_error = 0.0 samples = 1 value = 2079.9 7564->7565 7566 Open <= 0.795 squared_error = 2.733 samples = 8 value = 2085.056 7564->7566 7567 squared_error = 0.0 samples = 1 value = 2088.75 7566->7567 7568 Prev Close <= 0.796 squared_error = 0.896 samples = 7 value = 2084.529 7566->7568 7569 squared_error = 0.0 samples = 1 value = 2086.3 7568->7569 7570 Low <= 0.802 squared_error = 0.436 samples = 6 value = 2084.233 7568->7570 7571 Prev Close <= 0.799 squared_error = 0.107 samples = 5 value = 2083.97 7570->7571 7580 squared_error = 0.0 samples = 1 value = 2085.55 7570->7580 7572 squared_error = 0.0 samples = 1 value = 2083.35 7571->7572 7573 Open <= 0.815 squared_error = 0.013 samples = 4 value = 2084.125 7571->7573 7574 High <= 0.802 squared_error = 0.004 samples = 3 value = 2084.067 7573->7574 7579 squared_error = 0.0 samples = 1 value = 2084.3 7573->7579 7575 squared_error = 0.0 samples = 1 value = 2084.15 7574->7575 7576 Prev Close <= 0.801 squared_error = 0.001 samples = 2 value = 2084.025 7574->7576 7577 squared_error = 0.0 samples = 1 value = 2084.0 7576->7577 7578 squared_error = -0.0 samples = 1 value = 2084.05 7576->7578 7582 squared_error = 0.0 samples = 1 value = 2100.6 7581->7582 7583 Last <= 0.804 squared_error = 7.643 samples = 15 value = 2092.377 7581->7583 7584 Prev Close <= 0.809 squared_error = 2.001 samples = 6 value = 2089.817 7583->7584 7595 Volume_lag_1d <= 0.036 squared_error = 4.122 samples = 9 value = 2094.083 7583->7595 7585 VWAP <= 0.799 squared_error = 0.744 samples = 4 value = 2088.95 7584->7585 7592 Low <= 0.804 squared_error = 0.01 samples = 2 value = 2091.55 7584->7592 7586 squared_error = 0.0 samples = 1 value = 2087.55 7585->7586 7587 Volume_lag_1d <= 0.023 squared_error = 0.121 samples = 3 value = 2089.417 7585->7587 7588 squared_error = 0.0 samples = 1 value = 2089.9 7587->7588 7589 Prev Close <= 0.797 squared_error = 0.006 samples = 2 value = 2089.175 7587->7589 7590 squared_error = 0.0 samples = 1 value = 2089.25 7589->7590 7591 squared_error = -0.0 samples = 1 value = 2089.1 7589->7591 7593 squared_error = 0.0 samples = 1 value = 2091.65 7592->7593 7594 squared_error = -0.0 samples = 1 value = 2091.45 7592->7594 7596 Volume_lag_1d <= 0.008 squared_error = 2.781 samples = 8 value = 2094.538 7595->7596 7611 squared_error = -0.0 samples = 1 value = 2090.45 7595->7611 7597 squared_error = 0.0 samples = 1 value = 2090.7 7596->7597 7598 VWAP <= 0.803 squared_error = 0.774 samples = 7 value = 2095.086 7596->7598 7599 VWAP <= 0.802 squared_error = 0.264 samples = 4 value = 2094.412 7598->7599 7606 Prev Close <= 0.806 squared_error = 0.044 samples = 3 value = 2095.983 7598->7606 7600 Prev Close <= 0.799 squared_error = 0.003 samples = 2 value = 2094.9 7599->7600 7603 Prev Close <= 0.809 squared_error = 0.051 samples = 2 value = 2093.925 7599->7603 7601 squared_error = 0.0 samples = 1 value = 2094.85 7600->7601 7602 squared_error = 0.0 samples = 1 value = 2094.95 7600->7602 7604 squared_error = 0.0 samples = 1 value = 2093.7 7603->7604 7605 squared_error = -0.0 samples = 1 value = 2094.15 7603->7605 7607 High <= 0.804 squared_error = 0.006 samples = 2 value = 2096.125 7606->7607 7610 squared_error = -0.0 samples = 1 value = 2095.7 7606->7610 7608 squared_error = 0.0 samples = 1 value = 2096.2 7607->7608 7609 squared_error = 0.0 samples = 1 value = 2096.05 7607->7609 7613 Last <= 0.841 squared_error = 3119.782 samples = 182 value = 2181.342 7612->7613 7974 Last <= 0.924 squared_error = 4616.149 samples = 163 value = 2375.822 7612->7974 7614 Last <= 0.825 squared_error = 526.642 samples = 92 value = 2132.667 7613->7614 7795 Last <= 0.861 squared_error = 872.932 samples = 90 value = 2231.099 7613->7795 7615 Last <= 0.814 squared_error = 138.668 samples = 65 value = 2120.049 7614->7615 7742 Last <= 0.833 squared_error = 154.586 samples = 27 value = 2163.044 7614->7742 7616 Last <= 0.809 squared_error = 33.222 samples = 28 value = 2108.618 7615->7616 7671 Last <= 0.818 squared_error = 44.739 samples = 37 value = 2128.7 7615->7671 7617 Open <= 0.811 squared_error = 11.614 samples = 9 value = 2101.811 7616->7617 7634 Last <= 0.811 squared_error = 11.115 samples = 19 value = 2111.842 7616->7634 7618 Open <= 0.81 squared_error = 6.251 samples = 8 value = 2102.681 7617->7618 7633 squared_error = 0.0 samples = 1 value = 2094.85 7617->7633 7619 Last <= 0.807 squared_error = 3.853 samples = 6 value = 2101.7 7618->7619 7630 Volume_lag_1d <= 0.018 squared_error = 1.891 samples = 2 value = 2105.625 7618->7630 7620 squared_error = 0.0 samples = 1 value = 2104.9 7619->7620 7621 VWAP <= 0.801 squared_error = 2.166 samples = 5 value = 2101.06 7619->7621 7622 squared_error = 0.0 samples = 1 value = 2103.55 7621->7622 7623 High <= 0.803 squared_error = 0.77 samples = 4 value = 2100.438 7621->7623 7624 squared_error = 0.0 samples = 1 value = 2099.2 7623->7624 7625 Low <= 0.806 squared_error = 0.347 samples = 3 value = 2100.85 7623->7625 7626 Open <= 0.8 squared_error = 0.04 samples = 2 value = 2100.45 7625->7626 7629 squared_error = -0.0 samples = 1 value = 2101.65 7625->7629 7627 squared_error = 0.0 samples = 1 value = 2100.25 7626->7627 7628 squared_error = 0.0 samples = 1 value = 2100.65 7626->7628 7631 squared_error = 0.0 samples = 1 value = 2107.0 7630->7631 7632 squared_error = 0.0 samples = 1 value = 2104.25 7630->7632 7635 Low <= 0.811 squared_error = 3.804 samples = 6 value = 2108.375 7634->7635 7646 Volume_lag_1d <= 0.063 squared_error = 6.381 samples = 13 value = 2113.442 7634->7646 7636 High <= 0.813 squared_error = 1.909 samples = 4 value = 2107.25 7635->7636 7643 Last <= 0.81 squared_error = 0.001 samples = 2 value = 2110.625 7635->7643 7637 VWAP <= 0.801 squared_error = 0.394 samples = 3 value = 2107.983 7636->7637 7642 squared_error = 0.0 samples = 1 value = 2105.05 7636->7642 7638 squared_error = 0.0 samples = 1 value = 2107.1 7637->7638 7639 Volume_lag_1d <= 0.017 squared_error = 0.006 samples = 2 value = 2108.425 7637->7639 7640 squared_error = 0.0 samples = 1 value = 2108.35 7639->7640 7641 squared_error = -0.0 samples = 1 value = 2108.5 7639->7641 7644 squared_error = 0.0 samples = 1 value = 2110.6 7643->7644 7645 squared_error = -0.0 samples = 1 value = 2110.65 7643->7645 7647 Open <= 0.802 squared_error = 4.662 samples = 12 value = 2113.858 7646->7647 7670 squared_error = 0.0 samples = 1 value = 2108.45 7646->7670 7648 squared_error = 0.0 samples = 1 value = 2109.35 7647->7648 7649 Last <= 0.813 squared_error = 3.071 samples = 11 value = 2114.268 7647->7649 7650 High <= 0.812 squared_error = 2.531 samples = 9 value = 2113.806 7649->7650 7667 Last <= 0.814 squared_error = 0.203 samples = 2 value = 2116.35 7649->7667 7651 High <= 0.81 squared_error = 1.201 samples = 5 value = 2112.96 7650->7651 7660 Last <= 0.812 squared_error = 2.182 samples = 4 value = 2114.862 7650->7660 7652 Last <= 0.813 squared_error = 0.632 samples = 3 value = 2113.7 7651->7652 7657 Prev Close <= 0.814 squared_error = 0.003 samples = 2 value = 2111.85 7651->7657 7653 squared_error = 0.0 samples = 1 value = 2112.6 7652->7653 7654 Volume_lag_1d <= 0.021 squared_error = 0.04 samples = 2 value = 2114.25 7652->7654 7655 squared_error = 0.0 samples = 1 value = 2114.05 7654->7655 7656 squared_error = 0.0 samples = 1 value = 2114.45 7654->7656 7658 squared_error = 0.0 samples = 1 value = 2111.9 7657->7658 7659 squared_error = -0.0 samples = 1 value = 2111.8 7657->7659 7661 squared_error = 0.0 samples = 1 value = 2117.25 7660->7661 7662 Volume_lag_1d <= 0.02 squared_error = 0.376 samples = 3 value = 2114.067 7660->7662 7663 High <= 0.817 squared_error = 0.123 samples = 2 value = 2114.45 7662->7663 7666 squared_error = 0.0 samples = 1 value = 2113.3 7662->7666 7664 squared_error = 0.0 samples = 1 value = 2114.8 7663->7664 7665 squared_error = 0.0 samples = 1 value = 2114.1 7663->7665 7668 squared_error = 0.0 samples = 1 value = 2115.9 7667->7668 7669 squared_error = -0.0 samples = 1 value = 2116.8 7667->7669 7672 Last <= 0.815 squared_error = 10.061 samples = 16 value = 2122.416 7671->7672 7703 Last <= 0.821 squared_error = 18.144 samples = 21 value = 2133.488 7671->7703 7673 VWAP <= 0.814 squared_error = 4.153 samples = 6 value = 2119.708 7672->7673 7684 Last <= 0.817 squared_error = 6.57 samples = 10 value = 2124.04 7672->7684 7674 High <= 0.811 squared_error = 2.907 samples = 5 value = 2119.12 7673->7674 7683 squared_error = -0.0 samples = 1 value = 2122.65 7673->7683 7675 Volume_lag_1d <= 0.012 squared_error = 0.722 samples = 2 value = 2121.05 7674->7675 7678 High <= 0.816 squared_error = 0.224 samples = 3 value = 2117.833 7674->7678 7676 squared_error = 0.0 samples = 1 value = 2121.9 7675->7676 7677 squared_error = -0.0 samples = 1 value = 2120.2 7675->7677 7679 High <= 0.813 squared_error = 0.002 samples = 2 value = 2117.5 7678->7679 7682 squared_error = 0.0 samples = 1 value = 2118.5 7678->7682 7680 squared_error = 0.0 samples = 1 value = 2117.45 7679->7680 7681 squared_error = -0.0 samples = 1 value = 2117.55 7679->7681 7685 Volume_lag_1d <= 0.051 squared_error = 6.003 samples = 7 value = 2123.05 7684->7685 7698 Last <= 0.818 squared_error = 0.272 samples = 3 value = 2126.35 7684->7698 7686 Low <= 0.816 squared_error = 1.333 samples = 6 value = 2122.15 7685->7686 7697 squared_error = -0.0 samples = 1 value = 2128.45 7685->7697 7687 Low <= 0.805 squared_error = 1.125 samples = 4 value = 2122.65 7686->7687 7694 Last <= 0.816 squared_error = 0.25 samples = 2 value = 2121.15 7686->7694 7688 Low <= 0.8 squared_error = 0.423 samples = 2 value = 2121.7 7687->7688 7691 High <= 0.818 squared_error = 0.023 samples = 2 value = 2123.6 7687->7691 7689 squared_error = 0.0 samples = 1 value = 2122.35 7688->7689 7690 squared_error = 0.0 samples = 1 value = 2121.05 7688->7690 7692 squared_error = 0.0 samples = 1 value = 2123.75 7691->7692 7693 squared_error = 0.0 samples = 1 value = 2123.45 7691->7693 7695 squared_error = 0.0 samples = 1 value = 2120.65 7694->7695 7696 squared_error = -0.0 samples = 1 value = 2121.65 7694->7696 7699 Last <= 0.818 squared_error = 0.04 samples = 2 value = 2126.7 7698->7699 7702 squared_error = -0.0 samples = 1 value = 2125.65 7698->7702 7700 squared_error = 0.0 samples = 1 value = 2126.5 7699->7700 7701 squared_error = 0.0 samples = 1 value = 2126.9 7699->7701 7704 Last <= 0.82 squared_error = 4.579 samples = 13 value = 2130.823 7703->7704 7729 Volume_lag_1d <= 0.023 squared_error = 9.891 samples = 8 value = 2137.819 7703->7729 7705 Prev Close <= 0.814 squared_error = 0.956 samples = 7 value = 2129.45 7704->7705 7718 Volume_lag_1d <= 0.038 squared_error = 4.041 samples = 6 value = 2132.425 7704->7718 7706 Open <= 0.81 squared_error = 0.106 samples = 2 value = 2130.525 7705->7706 7709 Last <= 0.819 squared_error = 0.649 samples = 5 value = 2129.02 7705->7709 7707 squared_error = 0.0 samples = 1 value = 2130.2 7706->7707 7708 squared_error = 0.0 samples = 1 value = 2130.85 7706->7708 7710 High <= 0.815 squared_error = 0.017 samples = 3 value = 2128.383 7709->7710 7715 Prev Close <= 0.821 squared_error = 0.076 samples = 2 value = 2129.975 7709->7715 7711 squared_error = 0.0 samples = 1 value = 2128.2 7710->7711 7712 Last <= 0.818 squared_error = 0.001 samples = 2 value = 2128.475 7710->7712 7713 squared_error = 0.0 samples = 1 value = 2128.5 7712->7713 7714 squared_error = 0.0 samples = 1 value = 2128.45 7712->7714 7716 squared_error = 0.0 samples = 1 value = 2130.25 7715->7716 7717 squared_error = 0.0 samples = 1 value = 2129.7 7715->7717 7719 Volume_lag_1d <= 0.008 squared_error = 2.033 samples = 5 value = 2131.74 7718->7719 7728 squared_error = 0.0 samples = 1 value = 2135.85 7718->7728 7720 squared_error = 0.0 samples = 1 value = 2134.25 7719->7720 7721 Last <= 0.82 squared_error = 0.573 samples = 4 value = 2131.112 7719->7721 7722 squared_error = 0.0 samples = 1 value = 2132.3 7721->7722 7723 Last <= 0.82 squared_error = 0.137 samples = 3 value = 2130.717 7721->7723 7724 squared_error = 0.0 samples = 1 value = 2130.2 7723->7724 7725 Open <= 0.812 squared_error = 0.006 samples = 2 value = 2130.975 7723->7725 7726 squared_error = 0.0 samples = 1 value = 2131.05 7725->7726 7727 squared_error = -0.0 samples = 1 value = 2130.9 7725->7727 7730 Open <= 0.835 squared_error = 5.796 samples = 6 value = 2136.575 7729->7730 7739 VWAP <= 0.821 squared_error = 3.61 samples = 2 value = 2141.55 7729->7739 7731 Last <= 0.822 squared_error = 4.92 samples = 4 value = 2135.462 7730->7731 7736 Prev Close <= 0.844 squared_error = 0.122 samples = 2 value = 2138.8 7730->7736 7732 squared_error = 0.0 samples = 1 value = 2131.7 7731->7732 7733 Low <= 0.816 squared_error = 0.269 samples = 3 value = 2136.717 7731->7733 7734 squared_error = 0.0 samples = 1 value = 2137.45 7733->7734 7735 squared_error = 0.0 samples = 2 value = 2136.35 7733->7735 7737 squared_error = 0.0 samples = 1 value = 2139.15 7736->7737 7738 squared_error = -0.0 samples = 1 value = 2138.45 7736->7738 7740 squared_error = 0.0 samples = 1 value = 2139.65 7739->7740 7741 squared_error = -0.0 samples = 1 value = 2143.45 7739->7741 7743 Volume_lag_1d <= 0.021 squared_error = 29.798 samples = 12 value = 2150.646 7742->7743 7766 VWAP <= 0.836 squared_error = 33.051 samples = 15 value = 2172.963 7742->7766 7744 High <= 0.821 squared_error = 13.061 samples = 9 value = 2148.094 7743->7744 7761 VWAP <= 0.83 squared_error = 1.895 samples = 3 value = 2158.3 7743->7761 7745 squared_error = 0.0 samples = 1 value = 2139.0 7744->7745 7746 Low <= 0.824 squared_error = 3.062 samples = 8 value = 2149.231 7744->7746 7747 VWAP <= 0.828 squared_error = 0.763 samples = 5 value = 2148.14 7746->7747 7756 Last <= 0.828 squared_error = 1.602 samples = 3 value = 2151.05 7746->7756 7748 Volume_lag_1d <= 0.006 squared_error = 0.213 samples = 4 value = 2148.525 7747->7748 7755 squared_error = -0.0 samples = 1 value = 2146.6 7747->7755 7749 squared_error = 0.0 samples = 1 value = 2149.25 7748->7749 7750 Prev Close <= 0.809 squared_error = 0.051 samples = 3 value = 2148.283 7748->7750 7751 squared_error = 0.0 samples = 1 value = 2148.6 7750->7751 7752 High <= 0.824 squared_error = 0.001 samples = 2 value = 2148.125 7750->7752 7753 squared_error = 0.0 samples = 1 value = 2148.1 7752->7753 7754 squared_error = -0.0 samples = 1 value = 2148.15 7752->7754 7757 squared_error = 0.0 samples = 1 value = 2149.3 7756->7757 7758 Low <= 0.827 squared_error = 0.106 samples = 2 value = 2151.925 7756->7758 7759 squared_error = 0.0 samples = 1 value = 2152.25 7758->7759 7760 squared_error = -0.0 samples = 1 value = 2151.6 7758->7760 7762 squared_error = 0.0 samples = 1 value = 2156.45 7761->7762 7763 Low <= 0.831 squared_error = 0.276 samples = 2 value = 2159.225 7761->7763 7764 squared_error = 0.0 samples = 1 value = 2159.75 7763->7764 7765 squared_error = 0.0 samples = 1 value = 2158.7 7763->7765 7767 Open <= 0.832 squared_error = 12.718 samples = 8 value = 2168.45 7766->7767 7782 Open <= 0.838 squared_error = 6.403 samples = 7 value = 2178.121 7766->7782 7768 VWAP <= 0.833 squared_error = 1.764 samples = 3 value = 2164.283 7767->7768 7773 Low <= 0.834 squared_error = 2.623 samples = 5 value = 2170.95 7767->7773 7769 Prev Close <= 0.832 squared_error = 0.563 samples = 2 value = 2163.45 7768->7769 7772 squared_error = -0.0 samples = 1 value = 2165.95 7768->7772 7770 squared_error = 0.0 samples = 1 value = 2164.2 7769->7770 7771 squared_error = 0.0 samples = 1 value = 2162.7 7769->7771 7774 VWAP <= 0.834 squared_error = 0.106 samples = 2 value = 2172.825 7773->7774 7777 VWAP <= 0.835 squared_error = 0.395 samples = 3 value = 2169.7 7773->7777 7775 squared_error = 0.0 samples = 1 value = 2173.15 7774->7775 7776 squared_error = 0.0 samples = 1 value = 2172.5 7774->7776 7778 Open <= 0.84 squared_error = 0.051 samples = 2 value = 2170.125 7777->7778 7781 squared_error = -0.0 samples = 1 value = 2168.85 7777->7781 7779 squared_error = 0.0 samples = 1 value = 2170.35 7778->7779 7780 squared_error = 0.0 samples = 1 value = 2169.9 7778->7780 7783 High <= 0.846 squared_error = 0.09 samples = 2 value = 2181.2 7782->7783 7786 Last <= 0.839 squared_error = 3.62 samples = 5 value = 2176.89 7782->7786 7784 squared_error = 0.0 samples = 1 value = 2180.9 7783->7784 7785 squared_error = 0.0 samples = 1 value = 2181.5 7783->7785 7787 Prev Close <= 0.848 squared_error = 2.093 samples = 4 value = 2177.587 7786->7787 7794 squared_error = -0.0 samples = 1 value = 2174.1 7786->7794 7788 Last <= 0.838 squared_error = 0.003 samples = 2 value = 2176.15 7787->7788 7791 Last <= 0.839 squared_error = 0.051 samples = 2 value = 2179.025 7787->7791 7789 squared_error = 0.0 samples = 1 value = 2176.1 7788->7789 7790 squared_error = 0.0 samples = 1 value = 2176.2 7788->7790 7792 squared_error = 0.0 samples = 1 value = 2179.25 7791->7792 7793 squared_error = 0.0 samples = 1 value = 2178.8 7791->7793 7796 Last <= 0.851 squared_error = 230.145 samples = 44 value = 2204.625 7795->7796 7883 Last <= 0.872 squared_error = 176.13 samples = 46 value = 2256.422 7795->7883 7797 Low <= 0.845 squared_error = 78.405 samples = 23 value = 2192.38 7796->7797 7842 Last <= 0.858 squared_error = 52.282 samples = 21 value = 2218.036 7796->7842 7798 Last <= 0.844 squared_error = 42.567 samples = 17 value = 2188.565 7797->7798 7831 Low <= 0.846 squared_error = 21.811 samples = 6 value = 2203.192 7797->7831 7799 Last <= 0.842 squared_error = 20.537 samples = 10 value = 2185.315 7798->7799 7818 Low <= 0.823 squared_error = 37.4 samples = 7 value = 2193.207 7798->7818 7800 Last <= 0.842 squared_error = 18.791 samples = 6 value = 2183.392 7799->7800 7811 Prev Close <= 0.842 squared_error = 9.283 samples = 4 value = 2188.2 7799->7811 7801 Open <= 0.842 squared_error = 13.058 samples = 4 value = 2185.625 7800->7801 7808 Last <= 0.842 squared_error = 0.331 samples = 2 value = 2178.925 7800->7808 7802 Volume_lag_1d <= 0.028 squared_error = 1.277 samples = 3 value = 2187.633 7801->7802 7807 squared_error = -0.0 samples = 1 value = 2179.6 7801->7807 7803 VWAP <= 0.841 squared_error = 0.303 samples = 2 value = 2186.9 7802->7803 7806 squared_error = -0.0 samples = 1 value = 2189.1 7802->7806 7804 squared_error = 0.0 samples = 1 value = 2187.45 7803->7804 7805 squared_error = 0.0 samples = 1 value = 2186.35 7803->7805 7809 squared_error = 0.0 samples = 1 value = 2179.5 7808->7809 7810 squared_error = -0.0 samples = 1 value = 2178.35 7808->7810 7812 squared_error = 0.0 samples = 1 value = 2183.75 7811->7812 7813 Last <= 0.842 squared_error = 3.576 samples = 3 value = 2189.683 7811->7813 7814 squared_error = 0.0 samples = 1 value = 2192.25 7813->7814 7815 VWAP <= 0.843 squared_error = 0.422 samples = 2 value = 2188.4 7813->7815 7816 squared_error = 0.0 samples = 1 value = 2189.05 7815->7816 7817 squared_error = -0.0 samples = 1 value = 2187.75 7815->7817 7819 Last <= 0.848 squared_error = 0.226 samples = 2 value = 2185.125 7818->7819 7822 VWAP <= 0.839 squared_error = 15.689 samples = 5 value = 2196.44 7818->7822 7820 squared_error = 0.0 samples = 1 value = 2185.6 7819->7820 7821 squared_error = 0.0 samples = 1 value = 2184.65 7819->7821 7823 Last <= 0.846 squared_error = 0.202 samples = 2 value = 2201.25 7822->7823 7826 Prev Close <= 0.839 squared_error = 0.307 samples = 3 value = 2193.233 7822->7826 7824 squared_error = 0.0 samples = 1 value = 2200.8 7823->7824 7825 squared_error = 0.0 samples = 1 value = 2201.7 7823->7825 7827 Low <= 0.831 squared_error = 0.076 samples = 2 value = 2192.875 7826->7827 7830 squared_error = 0.0 samples = 1 value = 2193.95 7826->7830 7828 squared_error = 0.0 samples = 1 value = 2193.15 7827->7828 7829 squared_error = 0.0 samples = 1 value = 2192.6 7827->7829 7832 High <= 0.847 squared_error = 5.151 samples = 3 value = 2199.283 7831->7832 7837 Prev Close <= 0.855 squared_error = 7.922 samples = 3 value = 2207.1 7831->7837 7833 squared_error = 0.0 samples = 1 value = 2202.15 7832->7833 7834 Volume_lag_1d <= 0.004 squared_error = 1.562 samples = 2 value = 2197.85 7832->7834 7835 squared_error = 0.0 samples = 1 value = 2196.6 7834->7835 7836 squared_error = 0.0 samples = 1 value = 2199.1 7834->7836 7838 Prev Close <= 0.848 squared_error = 0.766 samples = 2 value = 2205.175 7837->7838 7841 squared_error = 0.0 samples = 1 value = 2210.95 7837->7841 7839 squared_error = 0.0 samples = 1 value = 2204.3 7838->7839 7840 squared_error = -0.0 samples = 1 value = 2206.05 7838->7840 7843 VWAP <= 0.847 squared_error = 21.907 samples = 12 value = 2212.85 7842->7843 7866 Volume_lag_1d <= 0.023 squared_error = 9.118 samples = 9 value = 2224.95 7842->7866 7844 High <= 0.85 squared_error = 9.679 samples = 5 value = 2208.64 7843->7844 7853 VWAP <= 0.855 squared_error = 8.938 samples = 7 value = 2215.857 7843->7853 7845 Open <= 0.84 squared_error = 1.91 samples = 4 value = 2207.212 7844->7845 7852 squared_error = -0.0 samples = 1 value = 2214.35 7844->7852 7846 Low <= 0.824 squared_error = 0.36 samples = 2 value = 2205.9 7845->7846 7849 Prev Close <= 0.848 squared_error = 0.016 samples = 2 value = 2208.525 7845->7849 7847 squared_error = 0.0 samples = 1 value = 2205.3 7846->7847 7848 squared_error = -0.0 samples = 1 value = 2206.5 7846->7848 7850 squared_error = 0.0 samples = 1 value = 2208.65 7849->7850 7851 squared_error = -0.0 samples = 1 value = 2208.4 7849->7851 7854 Volume_lag_1d <= 0.003 squared_error = 5.197 samples = 5 value = 2214.46 7853->7854 7863 Prev Close <= 0.859 squared_error = 1.21 samples = 2 value = 2219.35 7853->7863 7855 squared_error = 0.0 samples = 1 value = 2218.4 7854->7855 7856 High <= 0.858 squared_error = 1.646 samples = 4 value = 2213.475 7854->7856 7857 VWAP <= 0.849 squared_error = 0.187 samples = 3 value = 2214.183 7856->7857 7862 squared_error = -0.0 samples = 1 value = 2211.35 7856->7862 7858 squared_error = 0.0 samples = 1 value = 2214.75 7857->7858 7859 High <= 0.851 squared_error = 0.04 samples = 2 value = 2213.9 7857->7859 7860 squared_error = 0.0 samples = 1 value = 2214.1 7859->7860 7861 squared_error = 0.0 samples = 1 value = 2213.7 7859->7861 7864 squared_error = 0.0 samples = 1 value = 2218.25 7863->7864 7865 squared_error = 0.0 samples = 1 value = 2220.45 7863->7865 7867 High <= 0.854 squared_error = 0.766 samples = 2 value = 2221.475 7866->7867 7870 Prev Close <= 0.875 squared_error = 7.069 samples = 7 value = 2225.943 7866->7870 7868 squared_error = 0.0 samples = 1 value = 2220.6 7867->7868 7869 squared_error = 0.0 samples = 1 value = 2222.35 7867->7869 7871 Low <= 0.855 squared_error = 2.165 samples = 6 value = 2226.875 7870->7871 7882 squared_error = 0.0 samples = 1 value = 2220.35 7870->7882 7872 Volume_lag_1d <= 0.038 squared_error = 1.422 samples = 3 value = 2227.9 7871->7872 7877 VWAP <= 0.86 squared_error = 0.807 samples = 3 value = 2225.85 7871->7877 7873 Prev Close <= 0.848 squared_error = 0.331 samples = 2 value = 2227.125 7872->7873 7876 squared_error = -0.0 samples = 1 value = 2229.45 7872->7876 7874 squared_error = 0.0 samples = 1 value = 2226.55 7873->7874 7875 squared_error = -0.0 samples = 1 value = 2227.7 7873->7875 7878 VWAP <= 0.858 squared_error = 0.303 samples = 2 value = 2225.3 7877->7878 7881 squared_error = -0.0 samples = 1 value = 2226.95 7877->7881 7879 squared_error = 0.0 samples = 1 value = 2224.75 7878->7879 7880 squared_error = -0.0 samples = 1 value = 2225.85 7878->7880 7884 Last <= 0.866 squared_error = 62.754 samples = 21 value = 2244.879 7883->7884 7925 VWAP <= 0.872 squared_error = 65.423 samples = 25 value = 2266.118 7883->7925 7885 Volume_lag_1d <= 0.01 squared_error = 10.566 samples = 7 value = 2234.936 7884->7885 7898 Low <= 0.863 squared_error = 14.702 samples = 14 value = 2249.85 7884->7898 7886 Last <= 0.863 squared_error = 3.474 samples = 3 value = 2238.033 7885->7886 7891 Volume_lag_1d <= 0.028 squared_error = 3.292 samples = 4 value = 2232.612 7885->7891 7887 squared_error = 0.0 samples = 1 value = 2235.65 7886->7887 7888 Volume_lag_1d <= 0.006 squared_error = 0.951 samples = 2 value = 2239.225 7886->7888 7889 squared_error = 0.0 samples = 1 value = 2240.2 7888->7889 7890 squared_error = 0.0 samples = 1 value = 2238.25 7888->7890 7892 Prev Close <= 0.863 squared_error = 0.856 samples = 2 value = 2231.075 7891->7892 7895 Last <= 0.864 squared_error = 1.0 samples = 2 value = 2234.15 7891->7895 7893 squared_error = 0.0 samples = 1 value = 2230.15 7892->7893 7894 squared_error = 0.0 samples = 1 value = 2232.0 7892->7894 7896 squared_error = 0.0 samples = 1 value = 2235.15 7895->7896 7897 squared_error = 0.0 samples = 1 value = 2233.15 7895->7897 7899 Last <= 0.868 squared_error = 0.689 samples = 4 value = 2245.362 7898->7899 7906 Volume_lag_1d <= 0.039 squared_error = 9.03 samples = 10 value = 2251.645 7898->7906 7900 High <= 0.869 squared_error = 0.062 samples = 2 value = 2246.15 7899->7900 7903 Prev Close <= 0.86 squared_error = 0.076 samples = 2 value = 2244.575 7899->7903 7901 squared_error = 0.0 samples = 1 value = 2245.9 7900->7901 7902 squared_error = -0.0 samples = 1 value = 2246.4 7900->7902 7904 squared_error = 0.0 samples = 1 value = 2244.85 7903->7904 7905 squared_error = 0.0 samples = 1 value = 2244.3 7903->7905 7907 Prev Close <= 0.87 squared_error = 2.388 samples = 8 value = 2252.956 7906->7907 7922 Last <= 0.868 squared_error = 1.21 samples = 2 value = 2246.4 7906->7922 7908 High <= 0.869 squared_error = 0.516 samples = 5 value = 2251.86 7907->7908 7917 Volume_lag_1d <= 0.008 squared_error = 0.167 samples = 3 value = 2254.783 7907->7917 7909 squared_error = 0.0 samples = 1 value = 2253.05 7908->7909 7910 High <= 0.871 squared_error = 0.203 samples = 4 value = 2251.562 7908->7910 7911 Prev Close <= 0.868 squared_error = 0.09 samples = 2 value = 2251.95 7910->7911 7914 Volume_lag_1d <= 0.016 squared_error = 0.016 samples = 2 value = 2251.175 7910->7914 7912 squared_error = 0.0 samples = 1 value = 2252.25 7911->7912 7913 squared_error = 0.0 samples = 1 value = 2251.65 7911->7913 7915 squared_error = 0.0 samples = 1 value = 2251.05 7914->7915 7916 squared_error = -0.0 samples = 1 value = 2251.3 7914->7916 7918 Last <= 0.87 squared_error = 0.051 samples = 2 value = 2254.525 7917->7918 7921 squared_error = -0.0 samples = 1 value = 2255.3 7917->7921 7919 squared_error = 0.0 samples = 1 value = 2254.3 7918->7919 7920 squared_error = 0.0 samples = 1 value = 2254.75 7918->7920 7923 squared_error = 0.0 samples = 1 value = 2247.5 7922->7923 7924 squared_error = -0.0 samples = 1 value = 2245.3 7922->7924 7926 High <= 0.872 squared_error = 15.904 samples = 10 value = 2258.755 7925->7926 7945 Prev Close <= 0.874 squared_error = 38.199 samples = 15 value = 2271.027 7925->7945 7927 Open <= 0.87 squared_error = 8.955 samples = 7 value = 2256.793 7926->7927 7940 Last <= 0.878 squared_error = 2.174 samples = 3 value = 2263.333 7926->7940 7928 Volume_lag_1d <= 0.042 squared_error = 4.719 samples = 5 value = 2255.31 7927->7928 7937 Volume_lag_1d <= 0.035 squared_error = 0.302 samples = 2 value = 2260.5 7927->7937 7929 Prev Close <= 0.864 squared_error = 0.076 samples = 2 value = 2252.725 7928->7929 7932 Open <= 0.856 squared_error = 0.391 samples = 3 value = 2257.033 7928->7932 7930 squared_error = 0.0 samples = 1 value = 2253.0 7929->7930 7931 squared_error = 0.0 samples = 1 value = 2252.45 7929->7931 7933 squared_error = 0.0 samples = 1 value = 2256.15 7932->7933 7934 Volume_lag_1d <= 0.157 squared_error = 0.001 samples = 2 value = 2257.475 7932->7934 7935 squared_error = 0.0 samples = 1 value = 2257.45 7934->7935 7936 squared_error = 0.0 samples = 1 value = 2257.5 7934->7936 7938 squared_error = 0.0 samples = 1 value = 2261.05 7937->7938 7939 squared_error = 0.0 samples = 1 value = 2259.95 7937->7939 7941 Open <= 0.869 squared_error = 0.601 samples = 2 value = 2264.275 7940->7941 7944 squared_error = 0.0 samples = 1 value = 2261.45 7940->7944 7942 squared_error = 0.0 samples = 1 value = 2265.05 7941->7942 7943 squared_error = 0.0 samples = 1 value = 2263.5 7941->7943 7946 Volume_lag_1d <= 0.034 squared_error = 8.799 samples = 6 value = 2266.142 7945->7946 7957 Last <= 0.877 squared_error = 31.284 samples = 9 value = 2274.283 7945->7957 7947 Open <= 0.873 squared_error = 4.515 samples = 4 value = 2264.562 7946->7947 7954 VWAP <= 0.874 squared_error = 2.402 samples = 2 value = 2269.3 7946->7954 7948 Last <= 0.876 squared_error = 1.715 samples = 3 value = 2265.6 7947->7948 7953 squared_error = 0.0 samples = 1 value = 2261.45 7947->7953 7949 Low <= 0.872 squared_error = 0.276 samples = 2 value = 2264.725 7948->7949 7952 squared_error = -0.0 samples = 1 value = 2267.35 7948->7952 7950 squared_error = 0.0 samples = 1 value = 2264.2 7949->7950 7951 squared_error = 0.0 samples = 1 value = 2265.25 7949->7951 7955 squared_error = 0.0 samples = 1 value = 2267.75 7954->7955 7956 squared_error = -0.0 samples = 1 value = 2270.85 7954->7956 7958 Low <= 0.877 squared_error = 6.891 samples = 2 value = 2266.075 7957->7958 7961 Volume_lag_1d <= 0.009 squared_error = 13.503 samples = 7 value = 2276.629 7957->7961 7959 squared_error = 0.0 samples = 1 value = 2263.45 7958->7959 7960 squared_error = -0.0 samples = 1 value = 2268.7 7958->7960 7962 Last <= 0.88 squared_error = 4.731 samples = 2 value = 2271.625 7961->7962 7965 Low <= 0.879 squared_error = 2.993 samples = 5 value = 2278.63 7961->7965 7963 squared_error = 0.0 samples = 1 value = 2269.45 7962->7963 7964 squared_error = 0.0 samples = 1 value = 2273.8 7962->7964 7966 Volume_lag_1d <= 0.016 squared_error = 0.735 samples = 3 value = 2279.9 7965->7966 7971 VWAP <= 0.881 squared_error = 0.331 samples = 2 value = 2276.725 7965->7971 7967 squared_error = 0.0 samples = 1 value = 2278.85 7966->7967 7968 Prev Close <= 0.875 squared_error = 0.276 samples = 2 value = 2280.425 7966->7968 7969 squared_error = 0.0 samples = 1 value = 2280.95 7968->7969 7970 squared_error = -0.0 samples = 1 value = 2279.9 7968->7970 7972 squared_error = 0.0 samples = 1 value = 2276.15 7971->7972 7973 squared_error = -0.0 samples = 1 value = 2277.3 7971->7973 7975 Last <= 0.9 squared_error = 879.038 samples = 88 value = 2323.888 7974->7975 8148 VWAP <= 0.954 squared_error = 2123.274 samples = 75 value = 2436.757 7974->8148 7976 Last <= 0.888 squared_error = 149.448 samples = 46 value = 2298.809 7975->7976 8067 Last <= 0.912 squared_error = 234.751 samples = 42 value = 2351.356 7975->8067 7977 Low <= 0.875 squared_error = 39.304 samples = 16 value = 2285.541 7976->7977 8008 Last <= 0.894 squared_error = 64.228 samples = 30 value = 2305.885 7976->8008 7978 Volume_lag_1d <= 0.011 squared_error = 42.975 samples = 4 value = 2278.012 7977->7978 7985 Last <= 0.885 squared_error = 12.892 samples = 12 value = 2288.05 7977->7985 7979 squared_error = 0.0 samples = 1 value = 2266.7 7978->7979 7980 Low <= 0.873 squared_error = 0.424 samples = 3 value = 2281.783 7978->7980 7981 Open <= 0.868 squared_error = 0.051 samples = 2 value = 2282.225 7980->7981 7984 squared_error = -0.0 samples = 1 value = 2280.9 7980->7984 7982 squared_error = 0.0 samples = 1 value = 2282.0 7981->7982 7983 squared_error = 0.0 samples = 1 value = 2282.45 7981->7983 7986 Last <= 0.882 squared_error = 8.223 samples = 5 value = 2285.16 7985->7986 7995 Prev Close <= 0.886 squared_error = 6.0 samples = 7 value = 2290.114 7985->7995 7987 squared_error = 0.0 samples = 1 value = 2280.45 7986->7987 7988 Volume_lag_1d <= 0.021 squared_error = 3.347 samples = 4 value = 2286.338 7986->7988 7989 Open <= 0.887 squared_error = 0.526 samples = 2 value = 2284.675 7988->7989 7992 Last <= 0.884 squared_error = 0.64 samples = 2 value = 2288.0 7988->7992 7990 squared_error = 0.0 samples = 1 value = 2283.95 7989->7990 7991 squared_error = -0.0 samples = 1 value = 2285.4 7989->7991 7993 squared_error = 0.0 samples = 1 value = 2288.8 7992->7993 7994 squared_error = 0.0 samples = 1 value = 2287.2 7992->7994 7996 Open <= 0.886 squared_error = 0.856 samples = 2 value = 2286.975 7995->7996 7999 VWAP <= 0.888 squared_error = 2.539 samples = 5 value = 2291.37 7995->7999 7997 squared_error = 0.0 samples = 1 value = 2286.05 7996->7997 7998 squared_error = -0.0 samples = 1 value = 2287.9 7996->7998 8000 High <= 0.886 squared_error = 0.375 samples = 3 value = 2290.15 7999->8000 8005 Volume_lag_1d <= 0.024 squared_error = 0.203 samples = 2 value = 2293.2 7999->8005 8001 squared_error = 0.0 samples = 1 value = 2290.9 8000->8001 8002 Prev Close <= 0.89 squared_error = 0.141 samples = 2 value = 2289.775 8000->8002 8003 squared_error = 0.0 samples = 1 value = 2290.15 8002->8003 8004 squared_error = 0.0 samples = 1 value = 2289.4 8002->8004 8006 squared_error = 0.0 samples = 1 value = 2293.65 8005->8006 8007 squared_error = 0.0 samples = 1 value = 2292.75 8005->8007 8009 VWAP <= 0.891 squared_error = 22.341 samples = 19 value = 2301.3 8008->8009 8046 Last <= 0.898 squared_error = 37.548 samples = 11 value = 2313.805 8008->8046 8010 Volume_lag_1d <= 0.024 squared_error = 13.973 samples = 15 value = 2299.697 8009->8010 8039 Low <= 0.895 squared_error = 7.93 samples = 4 value = 2307.312 8009->8039 8011 Open <= 0.902 squared_error = 9.101 samples = 10 value = 2298.19 8010->8011 8030 Last <= 0.892 squared_error = 10.097 samples = 5 value = 2302.71 8010->8030 8012 Last <= 0.89 squared_error = 3.584 samples = 8 value = 2297.175 8011->8012 8027 Low <= 0.886 squared_error = 10.563 samples = 2 value = 2302.25 8011->8027 8013 VWAP <= 0.887 squared_error = 0.375 samples = 4 value = 2295.738 8012->8013 8020 Low <= 0.889 squared_error = 2.66 samples = 4 value = 2298.612 8012->8020 8014 Low <= 0.887 squared_error = 0.123 samples = 2 value = 2295.2 8013->8014 8017 Open <= 0.893 squared_error = 0.051 samples = 2 value = 2296.275 8013->8017 8015 squared_error = 0.0 samples = 1 value = 2295.55 8014->8015 8016 squared_error = 0.0 samples = 1 value = 2294.85 8014->8016 8018 squared_error = 0.0 samples = 1 value = 2296.5 8017->8018 8019 squared_error = 0.0 samples = 1 value = 2296.05 8017->8019 8021 Open <= 0.874 squared_error = 0.094 samples = 3 value = 2297.683 8020->8021 8026 squared_error = 0.0 samples = 1 value = 2301.4 8020->8026 8022 squared_error = 0.0 samples = 1 value = 2297.25 8021->8022 8023 VWAP <= 0.889 squared_error = 0.0 samples = 2 value = 2297.9 8021->8023 8024 squared_error = 0.0 samples = 1 value = 2297.9 8023->8024 8025 squared_error = 0.0 samples = 1 value = 2297.9 8023->8025 8028 squared_error = 0.0 samples = 1 value = 2299.0 8027->8028 8029 squared_error = 0.0 samples = 1 value = 2305.5 8027->8029 8031 Prev Close <= 0.885 squared_error = 0.051 samples = 2 value = 2299.225 8030->8031 8034 Volume_lag_1d <= 0.03 squared_error = 3.301 samples = 3 value = 2305.033 8030->8034 8032 squared_error = 0.0 samples = 1 value = 2299.0 8031->8032 8033 squared_error = -0.0 samples = 1 value = 2299.45 8031->8033 8035 VWAP <= 0.888 squared_error = 1.21 samples = 2 value = 2306.15 8034->8035 8038 squared_error = -0.0 samples = 1 value = 2302.8 8034->8038 8036 squared_error = 0.0 samples = 1 value = 2305.05 8035->8036 8037 squared_error = 0.0 samples = 1 value = 2307.25 8035->8037 8040 Volume_lag_1d <= 0.006 squared_error = 1.624 samples = 3 value = 2305.817 8039->8040 8045 squared_error = -0.0 samples = 1 value = 2311.8 8039->8045 8041 squared_error = 0.0 samples = 1 value = 2307.6 8040->8041 8042 Volume_lag_1d <= 0.009 squared_error = 0.051 samples = 2 value = 2304.925 8040->8042 8043 squared_error = 0.0 samples = 1 value = 2304.7 8042->8043 8044 squared_error = -0.0 samples = 1 value = 2305.15 8042->8044 8047 Last <= 0.897 squared_error = 24.001 samples = 8 value = 2311.169 8046->8047 8062 Low <= 0.892 squared_error = 5.744 samples = 3 value = 2320.833 8046->8062 8048 High <= 0.891 squared_error = 17.9 samples = 6 value = 2312.925 8047->8048 8059 VWAP <= 0.893 squared_error = 5.29 samples = 2 value = 2305.9 8047->8059 8049 VWAP <= 0.885 squared_error = 6.376 samples = 2 value = 2308.125 8048->8049 8052 Volume_lag_1d <= 0.029 squared_error = 6.382 samples = 4 value = 2315.325 8048->8052 8050 squared_error = 0.0 samples = 1 value = 2305.6 8049->8050 8051 squared_error = -0.0 samples = 1 value = 2310.65 8049->8051 8053 Volume_lag_1d <= 0.008 squared_error = 2.829 samples = 3 value = 2314.133 8052->8053 8058 squared_error = -0.0 samples = 1 value = 2318.9 8052->8058 8054 Last <= 0.896 squared_error = 0.16 samples = 2 value = 2315.3 8053->8054 8057 squared_error = 0.0 samples = 1 value = 2311.8 8053->8057 8055 squared_error = 0.0 samples = 1 value = 2314.9 8054->8055 8056 squared_error = -0.0 samples = 1 value = 2315.7 8054->8056 8060 squared_error = 0.0 samples = 1 value = 2303.6 8059->8060 8061 squared_error = 0.0 samples = 1 value = 2308.2 8059->8061 8063 squared_error = 0.0 samples = 1 value = 2317.45 8062->8063 8064 VWAP <= 0.901 squared_error = 0.031 samples = 2 value = 2322.525 8062->8064 8065 squared_error = 0.0 samples = 1 value = 2322.7 8064->8065 8066 squared_error = 0.0 samples = 1 value = 2322.35 8064->8066 8068 VWAP <= 0.904 squared_error = 73.046 samples = 20 value = 2337.873 8067->8068 8105 VWAP <= 0.916 squared_error = 66.229 samples = 22 value = 2363.614 8067->8105 8069 Last <= 0.907 squared_error = 12.699 samples = 7 value = 2328.743 8068->8069 8080 Open <= 0.914 squared_error = 36.493 samples = 13 value = 2342.788 8068->8080 8070 Last <= 0.906 squared_error = 8.514 samples = 6 value = 2329.692 8069->8070 8079 squared_error = 0.0 samples = 1 value = 2323.05 8069->8079 8071 Low <= 0.902 squared_error = 0.418 samples = 4 value = 2327.662 8070->8071 8078 squared_error = 0.0 samples = 2 value = 2333.75 8070->8078 8072 Low <= 0.9 squared_error = 0.102 samples = 3 value = 2328.0 8071->8072 8077 squared_error = 0.0 samples = 1 value = 2326.65 8071->8077 8073 VWAP <= 0.894 squared_error = 0.001 samples = 2 value = 2327.775 8072->8073 8076 squared_error = 0.0 samples = 1 value = 2328.45 8072->8076 8074 squared_error = 0.0 samples = 1 value = 2327.8 8073->8074 8075 squared_error = -0.0 samples = 1 value = 2327.75 8073->8075 8081 VWAP <= 0.905 squared_error = 10.023 samples = 7 value = 2347.443 8080->8081 8094 VWAP <= 0.91 squared_error = 12.615 samples = 6 value = 2337.358 8080->8094 8082 squared_error = 0.0 samples = 1 value = 2341.5 8081->8082 8083 VWAP <= 0.911 squared_error = 4.826 samples = 6 value = 2348.433 8081->8083 8084 VWAP <= 0.909 squared_error = 2.015 samples = 5 value = 2347.64 8083->8084 8093 squared_error = 0.0 samples = 1 value = 2352.4 8083->8093 8085 Last <= 0.91 squared_error = 1.518 samples = 4 value = 2348.087 8084->8085 8092 squared_error = -0.0 samples = 1 value = 2345.85 8084->8092 8086 High <= 0.908 squared_error = 0.331 samples = 2 value = 2346.925 8085->8086 8089 Low <= 0.898 squared_error = 0.003 samples = 2 value = 2349.25 8085->8089 8087 squared_error = 0.0 samples = 1 value = 2347.5 8086->8087 8088 squared_error = -0.0 samples = 1 value = 2346.35 8086->8088 8090 squared_error = 0.0 samples = 1 value = 2349.2 8089->8090 8091 squared_error = -0.0 samples = 1 value = 2349.3 8089->8091 8095 Prev Close <= 0.919 squared_error = 7.795 samples = 4 value = 2339.162 8094->8095 8102 Volume_lag_1d <= 0.014 squared_error = 2.723 samples = 2 value = 2333.75 8094->8102 8096 Last <= 0.907 squared_error = 1.21 samples = 2 value = 2336.65 8095->8096 8099 Prev Close <= 0.92 squared_error = 1.756 samples = 2 value = 2341.675 8095->8099 8097 squared_error = 0.0 samples = 1 value = 2335.55 8096->8097 8098 squared_error = 0.0 samples = 1 value = 2337.75 8096->8098 8100 squared_error = 0.0 samples = 1 value = 2340.35 8099->8100 8101 squared_error = -0.0 samples = 1 value = 2343.0 8099->8101 8103 squared_error = 0.0 samples = 1 value = 2335.4 8102->8103 8104 squared_error = 0.0 samples = 1 value = 2332.1 8102->8104 8106 Low <= 0.905 squared_error = 41.699 samples = 16 value = 2360.112 8105->8106 8137 Last <= 0.919 squared_error = 11.788 samples = 6 value = 2372.95 8105->8137 8107 High <= 0.913 squared_error = 39.494 samples = 5 value = 2365.87 8106->8107 8116 Last <= 0.916 squared_error = 20.785 samples = 11 value = 2357.495 8106->8116 8108 Last <= 0.916 squared_error = 9.923 samples = 2 value = 2358.95 8107->8108 8111 Open <= 0.9 squared_error = 6.001 samples = 3 value = 2370.483 8107->8111 8109 squared_error = 0.0 samples = 1 value = 2355.8 8108->8109 8110 squared_error = 0.0 samples = 1 value = 2362.1 8108->8110 8112 squared_error = 0.0 samples = 1 value = 2367.05 8111->8112 8113 High <= 0.92 squared_error = 0.16 samples = 2 value = 2372.2 8111->8113 8114 squared_error = 0.0 samples = 1 value = 2371.8 8113->8114 8115 squared_error = 0.0 samples = 1 value = 2372.6 8113->8115 8117 High <= 0.922 squared_error = 9.259 samples = 6 value = 2354.183 8116->8117 8128 High <= 0.912 squared_error = 5.655 samples = 5 value = 2361.47 8116->8128 8118 High <= 0.917 squared_error = 3.404 samples = 5 value = 2353.05 8117->8118 8127 squared_error = -0.0 samples = 1 value = 2359.85 8117->8127 8119 Open <= 0.921 squared_error = 0.722 samples = 3 value = 2354.417 8118->8119 8124 Last <= 0.914 squared_error = 0.422 samples = 2 value = 2351.0 8118->8124 8120 Last <= 0.913 squared_error = 0.062 samples = 2 value = 2355.0 8119->8120 8123 squared_error = 0.0 samples = 1 value = 2353.25 8119->8123 8121 squared_error = 0.0 samples = 1 value = 2354.75 8120->8121 8122 squared_error = 0.0 samples = 1 value = 2355.25 8120->8122 8125 squared_error = 0.0 samples = 1 value = 2350.35 8124->8125 8126 squared_error = -0.0 samples = 1 value = 2351.65 8124->8126 8129 squared_error = 0.0 samples = 1 value = 2356.75 8128->8129 8130 High <= 0.914 squared_error = 0.106 samples = 4 value = 2362.65 8128->8130 8131 Last <= 0.919 squared_error = 0.01 samples = 2 value = 2362.35 8130->8131 8134 VWAP <= 0.914 squared_error = 0.023 samples = 2 value = 2362.95 8130->8134 8132 squared_error = 0.0 samples = 1 value = 2362.45 8131->8132 8133 squared_error = 0.0 samples = 1 value = 2362.25 8131->8133 8135 squared_error = 0.0 samples = 1 value = 2362.8 8134->8135 8136 squared_error = 0.0 samples = 1 value = 2363.1 8134->8136 8138 Volume_lag_1d <= 0.025 squared_error = 0.203 samples = 2 value = 2368.4 8137->8138 8141 Last <= 0.92 squared_error = 2.053 samples = 4 value = 2375.225 8137->8141 8139 squared_error = 0.0 samples = 1 value = 2368.85 8138->8139 8140 squared_error = 0.0 samples = 1 value = 2367.95 8138->8140 8142 squared_error = 0.0 samples = 1 value = 2372.8 8141->8142 8143 High <= 0.921 squared_error = 0.124 samples = 3 value = 2376.033 8141->8143 8144 squared_error = 0.0 samples = 1 value = 2376.5 8143->8144 8145 VWAP <= 0.921 squared_error = 0.023 samples = 2 value = 2375.8 8143->8145 8146 squared_error = 0.0 samples = 1 value = 2375.95 8145->8146 8147 squared_error = -0.0 samples = 1 value = 2375.65 8145->8147 8149 Last <= 0.941 squared_error = 462.248 samples = 54 value = 2412.358 8148->8149 8254 VWAP <= 0.971 squared_error = 927.339 samples = 21 value = 2499.498 8148->8254 8150 Last <= 0.933 squared_error = 131.825 samples = 36 value = 2399.351 8149->8150 8219 Last <= 0.948 squared_error = 108.011 samples = 18 value = 2438.372 8149->8219 8151 High <= 0.925 squared_error = 39.867 samples = 18 value = 2389.839 8150->8151 8186 VWAP <= 0.929 squared_error = 42.808 samples = 18 value = 2408.864 8150->8186 8152 Last <= 0.927 squared_error = 14.352 samples = 7 value = 2384.421 8151->8152 8165 Open <= 0.935 squared_error = 25.542 samples = 11 value = 2393.286 8151->8165 8153 Low <= 0.911 squared_error = 1.929 samples = 4 value = 2381.462 8152->8153 8160 Volume_lag_1d <= 0.007 squared_error = 3.677 samples = 3 value = 2388.367 8152->8160 8154 Last <= 0.924 squared_error = 0.04 samples = 2 value = 2380.1 8153->8154 8157 Low <= 0.916 squared_error = 0.106 samples = 2 value = 2382.825 8153->8157 8155 squared_error = 0.0 samples = 1 value = 2379.9 8154->8155 8156 squared_error = -0.0 samples = 1 value = 2380.3 8154->8156 8158 squared_error = 0.0 samples = 1 value = 2383.15 8157->8158 8159 squared_error = 0.0 samples = 1 value = 2382.5 8157->8159 8161 squared_error = 0.0 samples = 1 value = 2385.85 8160->8161 8162 Open <= 0.92 squared_error = 0.766 samples = 2 value = 2389.625 8160->8162 8163 squared_error = 0.0 samples = 1 value = 2390.5 8162->8163 8164 squared_error = 0.0 samples = 1 value = 2388.75 8162->8164 8166 VWAP <= 0.922 squared_error = 2.758 samples = 7 value = 2396.736 8165->8166 8179 Last <= 0.927 squared_error = 8.156 samples = 4 value = 2387.25 8165->8179 8167 Prev Close <= 0.898 squared_error = 0.276 samples = 2 value = 2399.025 8166->8167 8170 Last <= 0.932 squared_error = 0.816 samples = 5 value = 2395.82 8166->8170 8168 squared_error = 0.0 samples = 1 value = 2399.55 8167->8168 8169 squared_error = 0.0 samples = 1 value = 2398.5 8167->8169 8171 Last <= 0.93 squared_error = 0.189 samples = 4 value = 2395.412 8170->8171 8178 squared_error = -0.0 samples = 1 value = 2397.45 8170->8178 8172 High <= 0.93 squared_error = 0.002 samples = 2 value = 2395.8 8171->8172 8175 Volume_lag_1d <= 0.017 squared_error = 0.076 samples = 2 value = 2395.025 8171->8175 8173 squared_error = 0.0 samples = 1 value = 2395.75 8172->8173 8174 squared_error = -0.0 samples = 1 value = 2395.85 8172->8174 8176 squared_error = 0.0 samples = 1 value = 2395.3 8175->8176 8177 squared_error = -0.0 samples = 1 value = 2394.75 8175->8177 8180 VWAP <= 0.931 squared_error = 2.25 samples = 2 value = 2384.75 8179->8180 8183 Low <= 0.926 squared_error = 1.562 samples = 2 value = 2389.75 8179->8183 8181 squared_error = 0.0 samples = 1 value = 2386.25 8180->8181 8182 squared_error = 0.0 samples = 1 value = 2383.25 8180->8182 8184 squared_error = 0.0 samples = 1 value = 2388.5 8183->8184 8185 squared_error = 0.0 samples = 1 value = 2391.0 8183->8185 8187 Prev Close <= 0.93 squared_error = 1.423 samples = 4 value = 2399.512 8186->8187 8194 Last <= 0.938 squared_error = 22.508 samples = 14 value = 2411.536 8186->8194 8188 VWAP <= 0.922 squared_error = 1.132 samples = 3 value = 2399.95 8187->8188 8193 squared_error = -0.0 samples = 1 value = 2398.2 8187->8193 8189 squared_error = 0.0 samples = 1 value = 2398.45 8188->8189 8190 Low <= 0.921 squared_error = 0.01 samples = 2 value = 2400.7 8188->8190 8191 squared_error = 0.0 samples = 1 value = 2400.8 8190->8191 8192 squared_error = 0.0 samples = 1 value = 2400.6 8190->8192 8195 Low <= 0.935 squared_error = 5.057 samples = 7 value = 2407.279 8194->8195 8206 Last <= 0.939 squared_error = 3.712 samples = 7 value = 2415.793 8194->8206 8196 Prev Close <= 0.92 squared_error = 3.41 samples = 6 value = 2407.875 8195->8196 8205 squared_error = 0.0 samples = 1 value = 2403.7 8195->8205 8197 squared_error = 0.0 samples = 1 value = 2410.65 8196->8197 8198 High <= 0.949 squared_error = 2.244 samples = 5 value = 2407.32 8196->8198 8199 Open <= 0.934 squared_error = 1.18 samples = 4 value = 2406.75 8198->8199 8204 squared_error = 0.0 samples = 1 value = 2409.6 8198->8204 8200 Open <= 0.927 squared_error = 0.36 samples = 2 value = 2407.75 8199->8200 8203 squared_error = 0.0 samples = 2 value = 2405.75 8199->8203 8201 squared_error = 0.0 samples = 1 value = 2408.35 8200->8201 8202 squared_error = -0.0 samples = 1 value = 2407.15 8200->8202 8207 squared_error = 0.0 samples = 1 value = 2411.9 8206->8207 8208 Open <= 0.94 squared_error = 1.385 samples = 6 value = 2416.442 8206->8208 8209 Low <= 0.934 squared_error = 0.455 samples = 5 value = 2416.89 8208->8209 8218 squared_error = -0.0 samples = 1 value = 2414.2 8208->8218 8210 Volume_lag_1d <= 0.019 squared_error = 0.001 samples = 2 value = 2416.175 8209->8210 8213 VWAP <= 0.938 squared_error = 0.191 samples = 3 value = 2417.367 8209->8213 8211 squared_error = 0.0 samples = 1 value = 2416.15 8210->8211 8212 squared_error = -0.0 samples = 1 value = 2416.2 8210->8212 8214 High <= 0.937 squared_error = 0.031 samples = 2 value = 2417.075 8213->8214 8217 squared_error = 0.0 samples = 1 value = 2417.95 8213->8217 8215 squared_error = 0.0 samples = 1 value = 2416.9 8214->8215 8216 squared_error = 0.0 samples = 1 value = 2417.25 8214->8216 8220 Last <= 0.944 squared_error = 42.274 samples = 9 value = 2429.889 8219->8220 8237 Last <= 0.951 squared_error = 29.814 samples = 9 value = 2446.856 8219->8237 8221 Low <= 0.941 squared_error = 1.535 samples = 4 value = 2423.763 8220->8221 8228 Volume_lag_1d <= 0.022 squared_error = 20.818 samples = 5 value = 2434.79 8220->8228 8222 Prev Close <= 0.948 squared_error = 0.25 samples = 2 value = 2424.85 8221->8222 8225 VWAP <= 0.943 squared_error = 0.456 samples = 2 value = 2422.675 8221->8225 8223 squared_error = 0.0 samples = 1 value = 2425.35 8222->8223 8224 squared_error = -0.0 samples = 1 value = 2424.35 8222->8224 8226 squared_error = 0.0 samples = 1 value = 2422.0 8225->8226 8227 squared_error = -0.0 samples = 1 value = 2423.35 8225->8227 8229 Last <= 0.945 squared_error = 10.127 samples = 3 value = 2437.75 8228->8229 8234 High <= 0.941 squared_error = 4.0 samples = 2 value = 2430.35 8228->8234 8230 squared_error = 0.0 samples = 1 value = 2433.55 8229->8230 8231 High <= 0.957 squared_error = 1.96 samples = 2 value = 2439.85 8229->8231 8232 squared_error = 0.0 samples = 1 value = 2441.25 8231->8232 8233 squared_error = 0.0 samples = 1 value = 2438.45 8231->8233 8235 squared_error = 0.0 samples = 1 value = 2432.35 8234->8235 8236 squared_error = 0.0 samples = 1 value = 2428.35 8234->8236 8238 Volume_lag_1d <= 0.018 squared_error = 4.283 samples = 4 value = 2441.825 8237->8238 8245 Volume_lag_1d <= 0.019 squared_error = 13.798 samples = 5 value = 2450.88 8237->8245 8239 Prev Close <= 0.947 squared_error = 0.856 samples = 2 value = 2443.775 8238->8239 8242 Last <= 0.949 squared_error = 0.106 samples = 2 value = 2439.875 8238->8242 8240 squared_error = 0.0 samples = 1 value = 2444.7 8239->8240 8241 squared_error = 0.0 samples = 1 value = 2442.85 8239->8241 8243 squared_error = 0.0 samples = 1 value = 2439.55 8242->8243 8244 squared_error = 0.0 samples = 1 value = 2440.2 8242->8244 8246 VWAP <= 0.943 squared_error = 2.942 samples = 3 value = 2448.333 8245->8246 8251 Prev Close <= 0.948 squared_error = 5.76 samples = 2 value = 2454.7 8245->8251 8247 squared_error = 0.0 samples = 1 value = 2446.2 8246->8247 8248 Low <= 0.949 squared_error = 1.0 samples = 2 value = 2449.4 8246->8248 8249 squared_error = 0.0 samples = 1 value = 2450.4 8248->8249 8250 squared_error = 0.0 samples = 1 value = 2448.4 8248->8250 8252 squared_error = 0.0 samples = 1 value = 2457.1 8251->8252 8253 squared_error = 0.0 samples = 1 value = 2452.3 8251->8253 8255 Last <= 0.962 squared_error = 182.182 samples = 14 value = 2480.825 8254->8255 8282 Low <= 0.988 squared_error = 325.652 samples = 7 value = 2536.843 8254->8282 8256 VWAP <= 0.96 squared_error = 32.855 samples = 5 value = 2465.21 8255->8256 8265 Last <= 0.973 squared_error = 54.426 samples = 9 value = 2489.5 8255->8265 8257 Low <= 0.957 squared_error = 9.291 samples = 3 value = 2460.967 8256->8257 8262 Prev Close <= 0.958 squared_error = 0.681 samples = 2 value = 2471.575 8256->8262 8258 squared_error = 0.0 samples = 1 value = 2456.75 8257->8258 8259 Volume_lag_1d <= 0.019 squared_error = 0.601 samples = 2 value = 2463.075 8257->8259 8260 squared_error = 0.0 samples = 1 value = 2463.85 8259->8260 8261 squared_error = 0.0 samples = 1 value = 2462.3 8259->8261 8263 squared_error = 0.0 samples = 1 value = 2470.75 8262->8263 8264 squared_error = 0.0 samples = 1 value = 2472.4 8262->8264 8266 Last <= 0.967 squared_error = 21.377 samples = 7 value = 2486.214 8265->8266 8279 Volume_lag_1d <= 0.016 squared_error = 0.062 samples = 2 value = 2501.0 8265->8279 8267 VWAP <= 0.964 squared_error = 2.737 samples = 3 value = 2481.733 8266->8267 8272 High <= 0.971 squared_error = 9.003 samples = 4 value = 2489.575 8266->8272 8268 Prev Close <= 0.972 squared_error = 0.902 samples = 2 value = 2480.7 8267->8268 8271 squared_error = 0.0 samples = 1 value = 2483.8 8267->8271 8269 squared_error = 0.0 samples = 1 value = 2481.65 8268->8269 8270 squared_error = 0.0 samples = 1 value = 2479.75 8268->8270 8273 High <= 0.963 squared_error = 3.302 samples = 3 value = 2488.1 8272->8273 8278 squared_error = 0.0 samples = 1 value = 2494.0 8272->8278 8274 squared_error = 0.0 samples = 1 value = 2485.55 8273->8274 8275 High <= 0.966 squared_error = 0.076 samples = 2 value = 2489.375 8273->8275 8276 squared_error = 0.0 samples = 1 value = 2489.1 8275->8276 8277 squared_error = 0.0 samples = 1 value = 2489.65 8275->8277 8280 squared_error = 0.0 samples = 1 value = 2501.25 8279->8280 8281 squared_error = 0.0 samples = 1 value = 2500.75 8279->8281 8283 Volume_lag_1d <= 0.007 squared_error = 83.567 samples = 5 value = 2526.59 8282->8283 8292 Last <= 1.0 squared_error = 11.056 samples = 2 value = 2562.475 8282->8292 8284 High <= 0.985 squared_error = 20.026 samples = 2 value = 2536.675 8283->8284 8287 Low <= 0.976 squared_error = 12.921 samples = 3 value = 2519.867 8283->8287 8285 squared_error = 0.0 samples = 1 value = 2532.2 8284->8285 8286 squared_error = -0.0 samples = 1 value = 2541.15 8284->8286 8288 Low <= 0.968 squared_error = 4.306 samples = 2 value = 2517.625 8287->8288 8291 squared_error = 0.0 samples = 1 value = 2524.35 8287->8291 8289 squared_error = 0.0 samples = 1 value = 2515.55 8288->8289 8290 squared_error = 0.0 samples = 1 value = 2519.7 8288->8290 8293 squared_error = 0.0 samples = 1 value = 2559.15 8292->8293 8294 squared_error = -0.0 samples = 1 value = 2565.8 8292->8294

STEP6-EVALUATE MODEL PERFORMANCE for DecisionTreeRegressor

MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [10]:
from sklearn.metrics import mean_absolute_error
print("MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(mean_absolute_error(predicted_values,test_y),3)
MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[10]:
3.26

MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [11]:
from sklearn.metrics import mean_squared_error
print("MEAN SQUARE ERROR (MSE) FOR TEST DATA IS")
mse=np.round(mean_squared_error(predicted_values,test_y),3)
mse
MEAN SQUARE ERROR (MSE) FOR TEST DATA IS
Out[11]:
23.951

ROOT MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [12]:
import math
math.sqrt(mse)
Out[12]:
4.893975888784087

MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [13]:
from sklearn.metrics import median_absolute_error
print("MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(median_absolute_error(predicted_values,test_y),3)
MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[13]:
2.1

Mean Absolute Percentage Error FOR TEST DATA

In [14]:
print("MAPE FOR TEST DATA IS")
mape1 = np.mean(np.abs((test_y - predicted_values)/test_y))*100
np.round(mape1,3)
MAPE FOR TEST DATA IS
Out[14]:
0.383
In [15]:
train_x,test_x,train_y,test_y=train_test_split(x_scld,y,test_size=0.20,random_state=1)
train_x.shape
test_x.shape
train_y.shape
test_y.shape
Out[15]:
(4244, 7)
Out[15]:
(1061, 7)
Out[15]:
(4244,)
Out[15]:
(1061,)
In [16]:
#we will also split our data into train and test datasets and Build the model on train dataset and apply the model on test datset.
from sklearn import tree
import pydotplus
from sklearn.model_selection import GridSearchCV
my_max_depth=[2,5,10,15,20,25]
my_criterion=["squared_error", "friedman_mse", "absolute_error","poisson"]
#BUILDING THE MODEL
mytreeone=DecisionTreeRegressor()
#CROSS VALIDATION TELLS HOW A MODEL PERFORMS ON A DATASET USING MULTIPLE SAMPLES OF TRAIN DATA
model=GridSearchCV(estimator=mytreeone,cv=3,param_grid=dict(max_depth=my_max_depth,criterion=my_criterion))
In [17]:
model.fit(train_x, train_y)
predicted_values=model.predict(test_x)
predicted_values
Out[17]:
GridSearchCV(cv=3, estimator=DecisionTreeRegressor(),
             param_grid={'criterion': ['squared_error', 'friedman_mse',
                                       'absolute_error', 'poisson'],
                         'max_depth': [2, 5, 10, 15, 20, 25]})
Out[17]:
array([1159.6 , 1791.05, 1246.2 , ...,  239.6 ,  935.  ,  680.95])

STEP6-EVALUATE MODEL PERFORMANCE for GridSearchCV

MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [18]:
from sklearn.metrics import mean_absolute_error
print("MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(mean_absolute_error(predicted_values,test_y),3)
MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[18]:
3.218

MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [19]:
from sklearn.metrics import mean_squared_error
print("MEAN SQUARE ERROR (MSE) FOR TEST DATA IS")
mse=np.round(mean_squared_error(predicted_values,test_y),3)
mse
MEAN SQUARE ERROR (MSE) FOR TEST DATA IS
Out[19]:
23.16

ROOT MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [20]:
import math
math.sqrt(mse)
Out[20]:
4.812483766206386

MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [21]:
from sklearn.metrics import median_absolute_error
print("MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(median_absolute_error(predicted_values,test_y),3)
MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[21]:
2.1

Mean Absolute Percentage Error FOR TEST DATA

In [22]:
print("MAPE FOR TEST DATA IS")
mape1 = np.mean(np.abs((test_y - predicted_values)/test_y))*100
np.round(mape1,3)
MAPE FOR TEST DATA IS
Out[22]:
0.378
In [23]:
n_estimators=[10,500,100,2000]
criterion=["squared_error", "absolute_error", "poisson"]   
min_samples_split=[2,100,20,50,100]
max_depth=[20,30,40,50]
In [24]:
from sklearn.ensemble import RandomForestRegressor
from sklearn.model_selection import RandomizedSearchCV
In [25]:
param_grid={'n_estimators':n_estimators,'criterion':criterion,'min_samples_split':min_samples_split,'max_depth':max_depth}
rf=RandomForestRegressor()
model=RandomizedSearchCV(rf,param_grid,cv=5,verbose=2,n_jobs=1)
In [26]:
model.fit(train_x, train_y)
predicted_values=model.predict(test_x)
predicted_values
Fitting 5 folds for each of 10 candidates, totalling 50 fits
[CV] END criterion=absolute_error, max_depth=20, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=20, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=20, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=20, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=20, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=2, n_estimators=500; total time= 1.5min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=2, n_estimators=500; total time= 1.7min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=2, n_estimators=500; total time= 1.5min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=2, n_estimators=500; total time= 1.5min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=2, n_estimators=500; total time= 1.5min
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=20, n_estimators=500; total time= 1.4min
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=20, n_estimators=500; total time= 1.4min
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=20, n_estimators=500; total time= 1.4min
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=20, n_estimators=500; total time= 1.4min
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=20, n_estimators=500; total time= 1.3min
[CV] END criterion=squared_error, max_depth=40, min_samples_split=50, n_estimators=10; total time=   0.1s
[CV] END criterion=squared_error, max_depth=40, min_samples_split=50, n_estimators=10; total time=   0.1s
[CV] END criterion=squared_error, max_depth=40, min_samples_split=50, n_estimators=10; total time=   0.1s
[CV] END criterion=squared_error, max_depth=40, min_samples_split=50, n_estimators=10; total time=   0.1s
[CV] END criterion=squared_error, max_depth=40, min_samples_split=50, n_estimators=10; total time=   0.1s
[CV] END criterion=poisson, max_depth=40, min_samples_split=20, n_estimators=100; total time=   9.8s
[CV] END criterion=poisson, max_depth=40, min_samples_split=20, n_estimators=100; total time=   9.8s
[CV] END criterion=poisson, max_depth=40, min_samples_split=20, n_estimators=100; total time=   9.8s
[CV] END criterion=poisson, max_depth=40, min_samples_split=20, n_estimators=100; total time=   9.8s
[CV] END criterion=poisson, max_depth=40, min_samples_split=20, n_estimators=100; total time=   9.9s
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=50, n_estimators=10; total time=   1.5s
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=50, n_estimators=10; total time=   1.6s
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=50, n_estimators=10; total time=   1.5s
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=50, n_estimators=10; total time=   1.6s
[CV] END criterion=absolute_error, max_depth=50, min_samples_split=50, n_estimators=10; total time=   1.5s
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=20, n_estimators=2000; total time= 5.4min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=20, n_estimators=2000; total time= 5.4min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=20, n_estimators=2000; total time= 5.4min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=20, n_estimators=2000; total time= 5.4min
[CV] END criterion=absolute_error, max_depth=40, min_samples_split=20, n_estimators=2000; total time= 5.4min
[CV] END criterion=absolute_error, max_depth=30, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=30, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=30, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=30, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=absolute_error, max_depth=30, min_samples_split=2, n_estimators=10; total time=   1.8s
[CV] END criterion=poisson, max_depth=40, min_samples_split=100, n_estimators=10; total time=   1.0s
[CV] END criterion=poisson, max_depth=40, min_samples_split=100, n_estimators=10; total time=   1.0s
[CV] END criterion=poisson, max_depth=40, min_samples_split=100, n_estimators=10; total time=   1.0s
[CV] END criterion=poisson, max_depth=40, min_samples_split=100, n_estimators=10; total time=   1.0s
[CV] END criterion=poisson, max_depth=40, min_samples_split=100, n_estimators=10; total time=   1.0s
[CV] END criterion=squared_error, max_depth=30, min_samples_split=2, n_estimators=500; total time=   7.7s
[CV] END criterion=squared_error, max_depth=30, min_samples_split=2, n_estimators=500; total time=   7.7s
[CV] END criterion=squared_error, max_depth=30, min_samples_split=2, n_estimators=500; total time=   7.7s
[CV] END criterion=squared_error, max_depth=30, min_samples_split=2, n_estimators=500; total time=   7.7s
[CV] END criterion=squared_error, max_depth=30, min_samples_split=2, n_estimators=500; total time=   7.7s
Out[26]:
RandomizedSearchCV(cv=5, estimator=RandomForestRegressor(), n_jobs=1,
                   param_distributions={'criterion': ['squared_error',
                                                      'absolute_error',
                                                      'poisson'],
                                        'max_depth': [20, 30, 40, 50],
                                        'min_samples_split': [2, 100, 20, 50,
                                                              100],
                                        'n_estimators': [10, 500, 100, 2000]},
                   verbose=2)
Out[26]:
array([1154.8316 , 1791.2168 , 1249.795  , ...,  239.3345 ,  936.4274 ,
        680.10335])

STEP6-EVALUATE MODEL PERFORMANCE for RandomizedSearchCV

MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [27]:
from sklearn.metrics import mean_absolute_error
print("MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(mean_absolute_error(predicted_values,test_y),3)
MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[27]:
2.447

MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [28]:
from sklearn.metrics import mean_squared_error
print("MEAN SQUARE ERROR (MSE) FOR TEST DATA IS")
mse=np.round(mean_squared_error(predicted_values,test_y),3)
mse
MEAN SQUARE ERROR (MSE) FOR TEST DATA IS
Out[28]:
15.249

ROOT MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [29]:
import math
math.sqrt(mse)
Out[29]:
3.90499679897436

MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [30]:
from sklearn.metrics import median_absolute_error
print("MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(median_absolute_error(predicted_values,test_y),3)
MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[30]:
1.491

Mean Absolute Percentage Error FOR TEST DATA

In [32]:
print("MAPE FOR TEST DATA IS")
mape1 = np.mean(np.abs((test_y - predicted_values)/test_y))*100
np.round(mape1,3)
MAPE FOR TEST DATA IS
Out[32]:
0.288
In [33]:
import xgboost as xg
In [34]:
model = xg.XGBRegressor(objective ='reg:linear',seed = 123,booster='gbtree',max_depth=5,n_estimators=200,random_state=42)
In [35]:
model.fit(train_x, train_y)
predicted_values=model.predict(test_x)
predicted_values
[17:19:37] WARNING: /workspace/src/objective/regression_obj.cu:152: reg:linear is now deprecated in favor of reg:squarederror.
Out[35]:
XGBRegressor(max_depth=5, n_estimators=200, random_state=42, seed=123)
Out[35]:
array([1150.8633 , 1788.5756 , 1249.9127 , ...,  237.47133,  935.37366,
        679.01385], dtype=float32)

STEP6-EVALUATE MODEL PERFORMANCE for xgboost

MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [36]:
from sklearn.metrics import mean_absolute_error
print("MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(mean_absolute_error(predicted_values,test_y),3)
MEAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[36]:
3.253

MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [37]:
from sklearn.metrics import mean_squared_error
print("MEAN SQUARE ERROR (MSE) FOR TEST DATA IS")
mse=np.round(mean_squared_error(predicted_values,test_y),3)
mse
MEAN SQUARE ERROR (MSE) FOR TEST DATA IS
Out[37]:
22.784

ROOT MEAN SQUARE ERROR (MSE) FOR TEST DATA

In [38]:
import math
math.sqrt(mse)
Out[38]:
4.773258844856415

MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA

In [39]:
from sklearn.metrics import median_absolute_error
print("MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS")
np.round(median_absolute_error(predicted_values,test_y),3)
MEDIAN ABSOLUTE ERROR (MAE) FOR TEST DATA IS
Out[39]:
2.115

Mean Absolute Percentage Error FOR TEST DATA

In [40]:
print("MAPE FOR TEST DATA IS")
mape1 = np.mean(np.abs((test_y - predicted_values)/test_y))*100
np.round(mape1,3)
MAPE FOR TEST DATA IS
Out[40]:
0.374
In [ ]:
!jupyter nbconvert StockMarketPrediction_DT_GRIDSEARCHCV_RF_XGBOOST.ipynb
[NbConvertApp] Converting notebook StockMarketPrediction_DT_GRIDSEARCHCV_RF_XGBOOST.ipynb to html
[NbConvertApp] Writing 9088968 bytes to StockMarketPrediction_DT_GRIDSEARCHCV_RF_XGBOOST.html